


default search action
Yiran Chen 0001
Person information
- affiliation: Duke University, Department of Electrical and Computer Engineering, Durham, NC, USA
- affiliation (since 2010): University of Pittsburgh, Department of Electrical and Computer Engineering, Pittsburgh, PA, USA
- affiliation (2007-2010): Seagate Technologies, Inc., Bloomington, MN, USA
- affiliation (2005-2007): Synopsys Inc., Mountain View, CA, USA
- affiliation (former, PhD 2005): Purdue University, West Lafayette, IN, USA
Other persons with the same name
- Yiran Chen (aka: Yi-ran Chen) — disambiguation page
- Yiran Chen 0002
— Xidian University, School of Electronic Engineering, Xi'an, China - Yiran Chen 0003
— Peking University, Institute of Remote Sensing and Geographical Information Systems, Beijing, China - Yiran Chen 0004 — University of California, Department of Radiology and Biomedical Imaging, San Francisco, CA, USA
- Yiran Chen 0005 — Beihang University, School of Reliability and Systems Engineering, Beijing, China
- Yiran Chen 0006 — Beijing Normal University, College of Information Science and Technology, Beijing, China
- Yiran Chen 0007 — Shandong University, School of Mechanical, Electrical and Information Engineering, Weihai, China
- Yiran Chen 0008 — McGill University, McGill Vision Research, Montreal, Canada
- Yiran Chen 0009 — Tsinghua University, Department of Computer Science and Technology, Tsinghua National Laboratory for Information Science and Technology, Beijing, China
- Yiran Chen 0010 — Chinese Academy of Sciences, Computer Network Information Center, Beijing, China
- Yiran Chen 0011 — Nankai University, College of Software, Tianjin, China
- Yiran Chen 0012 — Alibaba Group, Beijing, China
- Yiran Chen 0013 — ByteDance AI Lab, Shanghai, China (and 1 more)
- Yiran Chen 0014 — Wuhan University, Institute for Advanced Study, Wuhan, China
- Yiran Chen 0015 — Chongqing University, State Key Lab of Mechanic Transmission, China
- Yiran Chen 0016
— Chongqing Institute of Engineering, College of Big Data and Artificial Intelligence, China - Yiran Chen 0017 — University of Pennsylvania, Department of Linguistics, PA, USA
- Yiran Chen 0018 — Abo Akademi University, Turku, Finland
- Yiran Chen 0019 — Hangzhou Dianzi University, College of Electronics and Information, China
- Yiran Chen 0020
— Hong Kong University of Science and Technology, Guangzhou, China - Yiran Chen 0021 — Zhejiang University School of Medicine, First Affiliated Hospital, China
- Yiran Chen 0022
— Xi'an Jiaotong University, School of Life Science and Technology, Department of Biomedical Engineering, China - Yiran Chen 0023
— Chengdu University of Technology, China - Yiran Chen 0024 — Nanjing University of Aeronautics and Astronautics, College of Electronic and Information Engineering, China
- Yiran Chen 0025
— Wuhan University of Technology, School of Resources and Environmental Engineering, China - Yiran Chen 0026 — Beihang University, Institute of Artificial Intelligence, Beijing, China (and 1 more)
- Yiran Chen 0027 — Harbin Institute of Technology, Space Control and Inertial Technology Research Center, China
Refine list

refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2026
[j159]Yiran Chen
:
2026Q1 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. 3(1): 1-2 (2026)
[i185]Yechen Xu, Yifei Wang, Nathanael Ren, Yiran Chen, Danyang Zhuo:
Nixie: Efficient, Transparent Temporal Multiplexing for Consumer GPUs. CoRR abs/2601.11743 (2026)
[i184]Xiaoxuan Yang, Peilin Chen, Tergel Molom-Ochir, Yiran Chen:
End-to-End Transformer Acceleration Through Processing-in-Memory Architectures. CoRR abs/2601.14260 (2026)
[i183]Hengfan Zhang, Yueqian Lin, Hai Helen Li, Yiran Chen:
Bridging the Perception Gap: A Lightweight Coarse-to-Fine Architecture for Edge Audio Systems. CoRR abs/2601.15676 (2026)- 2025
[j158]Yiran Chen
, Cong Guo
, Yintao He
, Mingyuan Ma, Tergel Molom-Ochir
, Nicky Ramos, Haoxuan Shan, Chiyue Wei
, Hai Li
:
Circuits to Systems: Codesigning Efficient AI Hardware. IEEE Des. Test 42(6): 54-62 (2025)
[j157]Hongru Du, Yang Zhao, Jianan Zhao, Shaochong Xu
, Xihong Lin
, Yiran Chen
, Lauren M. Gardner, Hao (Frank) Yang
:
Advancing real-time infectious disease forecasting using large language models. Nat. Comput. Sci. 5(6): 467-480 (2025)
[j156]Bokyung Kim
, Qijia Huang
, Brady Taylor
, Qilin Zheng
, Jonathan Ku
, Yiran Chen
, Hai Li
:
MulPi: A Multi-class and Patient-Independent Epileptic Seizure Classifier With Co-Designed Input-stationary Computing-in-SRAM. IEEE Trans. Biomed. Circuits Syst. 19(4): 756-766 (2025)
[j155]Fuxun Yu
, Zirui Xu
, Longfei Shangguan
, Di Wang
, Dimitrios Stamoulis, Rishi Madhok
, Nikolaos Karianakis, Ang Li, Chenchen Liu, Yiran Chen
, Xiang Chen
:
Rethinking Latency-Aware DNN Design With GPU Tail Effect Analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(1): 266-279 (2025)
[j154]Tergel Molom-Ochir
, Brady Taylor
, Hai Li
, Yiran Chen
:
Advancements in Content-Addressable Memory (CAM) Circuits: State-of-the-Art, Applications, and Future Directions in the AI Domain. IEEE Trans. Circuits Syst. I Regul. Pap. 72(8): 3971-3982 (2025)
[j153]Yiran Chen
:
2025Q1 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. 2(1): 1-2 (2025)
[j152]Yiran Chen
:
2025Q2 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. 2(2): 88-89 (2025)
[j151]Yiran Chen
:
2025Q3 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. 2(3): 183-184 (2025)
[j150]Bokyung Kim
, Shiyu Li
, Brady Taylor
, Yiran Chen
:
Efficient and Robust Edge AI: Software, Hardware, and the Co-design. ACM Trans. Embed. Comput. Syst. 24(3): 43:1-43:34 (2025)
[j149]Jingyu Pan
, Guanglei Zhou
, Chen-Chia Chang
, Isaac Jacobson
, Jiang Hu
, Yiran Chen
:
A Survey of Research in Large Language Models for Electronic Design Automation. ACM Trans. Design Autom. Electr. Syst. 30(3): 34:1-34:21 (2025)
[j148]Tunhou Zhang
, Dehua Cheng
, Yuchen He
, Zhengxing Chen
, Xiaoliang Dai
, Liang Xiong
, Yudong Liu
, Feng Cheng
, Yufan Cao
, Feng Yan
, Hai Li
, Yiran Chen
, Wei Wen
:
Towards Automated Model Design on Recommender Systems. Trans. Recomm. Syst. 3(3): 41:1-41:23 (2025)
[c395]Mozhgan Navardi, Romina Aalishah, Yuzhe Fu, Yueqian Lin, Hai Li, Yiran Chen, Tinoosh Mohsenin:
GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices. AAAI Spring Symposia 2025: 180-187
[c394]Chen-Chia Chang
, Wan-Hsuan Lin
, Jingyu Pan
, Guanglei Zhou
, Zhiyao Xie
, Jiang Hu
, Yiran Chen
:
PRICING: Privacy-Preserving Circuit Data Sharing Framework for Lithographic Hotspot Detection. ASP-DAC 2025: 1308-1313
[c393]Guanglei Zhou, Bhargav Korrapati, Gaurav Rajavendra Reddy, Chen-Chia Chang, Jingyu Pan, Jiang Hu, Yiran Chen, Dipto G. Thakurta:
PatternPaint: Practical Layout Pattern Generation Using Diffusion-Based Inpainting. DAC 2025: 1-7
[c392]Junyao Zhang, Guanglei Zhou, Feng Cheng, Jonathan Ku, Qi Ding, Jiaqi Gu, Hanrui Wang, Hai Helen Li, Yiran Chen:
qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers. DATE 2025: 1-7
[c391]Asmer Hamid Ali
, Amitesh Sridharan
, Cheng Guo
, William Hwang
, Wilman Tsai
, Jeff Zhang
, Yiran Chen
, Shan X. Wang
, Deliang Fan
:
FP-SMR: A Fully Digital Floating-Point Processing-in-SAS-MRAM for Session-based Recommender System. ACM Great Lakes Symposium on VLSI 2025: 341-347
[c390]Feng Cheng
, Tunhou Zhang
, Junyao Zhang
, Jonathan Hao-Cheng Ku
, Yitu Wang
, Xiaoxuan Yang
, Hai Li
, Yiran Chen
:
AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems. ACM Great Lakes Symposium on VLSI 2025: 791-797
[c389]Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao (Frank) Yang, Hai Helen Li, Yiran Chen:
Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. HPCA 2025: 806-820
[c388]Merim Dzaferagic, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Marquez-Barja
, Christos Tranoris, Spyros G. Denazis, Georgios Christos Tziavas, Thomas Kyriakakis, Panagiotis Karafotis, Luiz A. DaSilva, Shashi Raj Pandey
, Junya Shiraishi, Petar Popovski
, Søren Kejser Jensen, Christian Thomsen
, Torben Bach Pedersen
, Holger Claussen
, Jinfeng Du, Gil Zussman, Tingjun Chen, Yiran Chen, Seshu Tirupathi, Ivan Seskar, Daniel C. Kilper
:
Decentralized AI-Control Framework for Multi-Party Multi-Network 6G Deployments. ICC Workshops 2025: 1227-1232
[c387]Mark Horton, Haoxuan Shan, James Kiessling, Huanrui Yang, Yiran Chen, Hai Helen Li:
Designing and Training Neural Networks for Analog In-Sensor Deployment: A Hardware-Aware Analysis. ICCAD 2025: 1-7
[c386]Jingyu Pan, Isaac Jacobson, Zheng Zhao, Tung-Chieh Chen, Guanglei Zhou, Chen-Chia Chang, Vineet Rashingkar, Yiran Chen:
CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs. ICCAD 2025: 1-9
[c385]Guanglei Zhou, Chen-Chia Chang, Junyao Zhang, Jingyu Pan, Yiran Chen:
Diffusion-Model-Enhanced Layout Pattern Generation for Sub-3nm DFM. ICCAD 2025: 1-7
[c384]Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li:
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility. ICLR 2025
[c383]Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen:
Group Distributionally Robust Dataset Distillation with Risk Minimization. ICLR 2025
[c382]Yueqian Lin, Yuzhe Fu, Jingyang Zhang, Yudong Liu, Jianyi Zhang, Jingwei Sun
, Hai Helen Li, Yiran Chen:
SpeechPrune: Context-Aware Token Pruning for Speech Information Retrieval. ICME 2025: 1-6
[c381]Chen-Chia Chang, Wan-Hsuan Lin, Yikang Shen, Yiran Chen, Xin Zhang:
LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation. ICML 2025
[c380]Bhavna Gopal, Huanrui Yang, Jingyang Zhang, Mark Horton, Yiran Chen:
Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training. ICML 2025
[c379]Ting Jiang, Yixiao Wang, Hancheng Ye, Zishan Shao, Jingwei Sun, Jingyang Zhang, Zekai Chen, Jianyi Zhang, Yiran Chen, Hai Li:
SADA: Stability-guided Adaptive Diffusion Acceleration. ICML 2025
[c378]Qinsi Wang, Hancheng Ye, Ming-Yu Chung, Yudong Liu, Yueqian Lin, Martin Kuo, Mingyuan Ma, Jianyi Zhang, Yiran Chen:
CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models. ICML 2025
[c377]Shaokun Zhang, Ming Yin, Jieyu Zhang, Jiale Liu, Zhiguang Han, Jingyang Zhang, Beibin Li, Chi Wang, Huazheng Wang, Yiran Chen, Qingyun Wu:
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems. ICML 2025
[c376]Feng Cheng
, Cong Guo
, Chiyue Wei
, Junyao Zhang
, Changchun Zhou
, Edward Hanson
, Jiaqi Zhang
, Xiaoxiao Liu
, Hai Li
, Yiran Chen
:
Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression. ISCA 2025: 793-807
[c375]Chiyue Wei
, Bowen Duan
, Cong Guo
, Jingyang Zhang
, Qingyue Song
, Hai Li
, Yiran Chen
:
Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks. ISCA 2025: 930-943
[c374]Cong Guo
, Chiyue Wei
, Jiaming Tang
, Bowen Duan
, Song Han
, Hai Li
, Yiran Chen
:
Transitive Array: An Efficient GEMM Accelerator with Result Reuse. ISCA 2025: 990-1004
[c373]Junyao Zhang
, Hanrui Wang
, Qi Ding
, Jiaqi Gu
, Reouven Assouly
, William D. Oliver
, Song Han
, Kenneth R. Brown
, Hai Li
, Yiran Chen
:
QPlacer: Frequency-Aware Component Placement for Superconducting Quantum Computers. ISCA 2025: 1554-1567
[c372]Abdulkarim Alorf, Brady Taylor, Yiran Chen:
Effect of Capacitor Mismatch Nonlinearity on Inference Accuracy in Analog Compute-in-Memory Architectures. ISCAS 2025: 1-5
[c371]Tergel Molom-Ochir, Brady Taylor, Hai (Helen) Li, Yiran Chen:
MonoSparse-CAM: Efficient Tree Model Processing via Monotonicity and Sparsity in CAMs. ISCAS 2025: 1-5
[c370]Chen-Chia Chang
, Chia-Tung Ho
, Yaguang Li
, Yiran Chen
, Haoxing Ren
:
DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent. ISPD 2025: 143-151
[c369]Arjun Sridhar, Chen-Chia Chang, Junyao Zhang, Yiran Chen:
Improving Routability Prediction via NAS Using a Smooth One-Shot Augmented Predictor. ISQED 2025: 1-8
[c368]Minxue Tang, Yitu Wang, Jingyang Zhang, Louis DiValentin, Aolin Ding, Amin Hass, Yiran Chen, Hai Li:
FedProphet: Memory-Efficient Federated Adversarial Training via Robust and Consistent Cascade Learning. MLSys 2025
[c367]Tergel Molom-Ochir, Naman Saxena, Jiwoo Kim, Yiran Chen, Zhangyang (Atlas) Wang, Miroslav Pajic, Hai (Helen) Li:
Efficient Neuro-Symbolic Policy using In-Memory Computing. NeuS 2025: 384-395
[c366]Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang:
ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models. WACV 2025: 1268-1278
[c365]Jianyi Zhang, Hao Yang, Ang Li, Xin Guo, Pu Wang, Haiming Wang, Yiran Chen, Hai Li:
MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning. WACV 2025: 4066-4076
[c364]Arjun Sridhar, Yiran Chen:
Delta-NAS: Difference of Architecture Encoding for Predictor-Based Evolutionary Neural Architecture Search. WACV 2025: 7857-7865
[c363]Ningyuan Yang
, Guanliang Lyu
, Mingchen Ma
, Yiyi Lu
, Yiming Li
, Zhihui Gao
, Hancheng Ye
, Jianyi Zhang
, Tingjun Chen
, Yiran Chen
:
IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol. WiNTECH 2025: 73-80
[i182]Bhavna Gopal, Huanrui Yang, Mark Horton, Yiran Chen:
SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers. CoRR abs/2501.01529 (2025)
[i181]Jingyu Pan, Guanglei Zhou, Chen-Chia Chang, Isaac Jacobson, Jiang Hu, Yiran Chen:
A Survey of Research in Large Language Models for Electronic Design Automation. CoRR abs/2501.09655 (2025)
[i180]Mark Horton, Tergel Molom-Ochir, Peter Liu, Bhavna Gopal, Chiyue Wei, Cong Guo, Brady Taylor, Deliang Fan, Shan X. Wang, Hai Li, Yiran Chen:
Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers. CoRR abs/2502.01770 (2025)
[i179]Qinsi Wang, Jinghan Ke, Masayoshi Tomizuka, Yiran Chen, Kurt Keutzer, Chenfeng Xu:
Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives. CoRR abs/2502.02723 (2025)
[i178]Randolph Linderman, Yiran Chen, Scott W. Linderman:
A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection. CoRR abs/2502.08695 (2025)
[i177]Cristhian Roman-Vicharra, Yiran Chen, Jiang Hu:
PPAC Driven Multi-die and Multi-technology Floorplanning. CoRR abs/2502.10932 (2025)
[i176]Martin Kuo, Jianyi Zhang, Aolin Ding, Qinsi Wang, Louis DiValentin, Yujia Bao, Wei Wei, Hai Li, Yiran Chen:
H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking. CoRR abs/2502.12893 (2025)
[i175]Mozhgan Navardi, Romina Aalishah, Yuzhe Fu, Yueqian Lin, Hai Li, Yiran Chen, Tinoosh Mohsenin:
GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices. CoRR abs/2502.15816 (2025)
[i174]Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun
, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li:
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility. CoRR abs/2502.17591 (2025)
[i173]Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao (Frank) Yang, Hai Helen Li, Yiran Chen:
Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. CoRR abs/2503.03379 (2025)
[i172]Yudong Liu, Jingwei Sun
, Yueqian Lin, Jingyang Zhang, Ming Yin, Qinsi Wang, Jianyi Zhang, Hai Li, Yiran Chen:
Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing. CoRR abs/2503.10742 (2025)
[i171]Runzhi Wang, Prianka Sengupta, Yiran Chen, Jiang Hu:
Lorecast: Layout-Aware Performance and Power Forecasting from Natural Language. CoRR abs/2503.11662 (2025)
[i170]Yueqian Lin, Qinsi Wang, Hancheng Ye, Yuzhe Fu, Hai Helen Li, Yiran Chen:
HippoMM: Hippocampal-inspired Multimodal Memory for Long Audiovisual Event Understanding. CoRR abs/2504.10739 (2025)
[i169]Cong Guo, Chiyue Wei, Jiaming Tang, Bowen Duan, Song Han, Hai Li, Yiran Chen:
Transitive Array: An Efficient GEMM Accelerator with Result Reuse. CoRR abs/2504.16339 (2025)
[i168]Shaokun Zhang, Ming Yin, Jieyu Zhang, Jiale Liu, Zhiguang Han, Jingyang Zhang, Beibin Li, Chi Wang, Huazheng Wang, Yiran Chen, Qingyun Wu:
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems. CoRR abs/2505.00212 (2025)
[i167]Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Helen Li, Yiran Chen:
Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-aware Cache Compression. CoRR abs/2505.06901 (2025)
[i166]Feng Cheng, Tunhou Zhang, Junyao Zhang, Jonathan Hao-Cheng Ku, Yitu Wang, Xiaoxuan Yang, Hai Li, Yiran Chen:
AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems. CoRR abs/2505.10748 (2025)
[i165]Chiyue Wei, Bowen Duan, Cong Guo, Jingyang Zhang, Qingyue Song, Hai Helen Li, Yiran Chen:
Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks. CoRR abs/2505.10909 (2025)
[i164]Jianyang Gu, Haonan Wang, Ruoxi Jia, Saeed Vahidian, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen:
CONCORD: Concept-Informed Diffusion for Dataset Distillation. CoRR abs/2505.18358 (2025)
[i163]Qinsi Wang, Hancheng Ye, Ming-Yu Chung, Yudong Liu, Yueqian Lin, Martin Kuo, Mingyuan Ma, Jianyi Zhang, Yiran Chen:
CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models. CoRR abs/2505.19235 (2025)
[i162]Martin Kuo, Jianyi Zhang, Aolin Ding, Louis DiValentin, Amin Hass, Benjamin F. Morris III, Isaac Jacobson, Randolph Linderman, James Kiessling, Nicolas Ramos, Bhavna Gopal, Maziyar Baran Pouyan, Changwei Liu, Hai Li, Yiran Chen:
SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues. CoRR abs/2506.00668 (2025)
[i161]Qinsi Wang, Jinghan Ke, Hancheng Ye, Yueqian Lin, Yuzhe Fu, Jianyi Zhang, Kurt Keutzer, Chenfeng Xu, Yiran Chen:
Angles Don't Lie: Unlocking Training-Efficient RL Through the Model's Own Signals. CoRR abs/2506.02281 (2025)
[i160]Yide Ran, Wentao Guo, Jingwei Sun
, Yanzhou Pan, Xiaodong Yu, Hao Wang, Jianwen Xie, Yiran Chen, Denghui Zhang, Zhaozhuo Xu:
Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity. CoRR abs/2506.03337 (2025)
[i159]Haiyue Ma, Zhixu Du, Yiran Chen:
MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing. CoRR abs/2506.07366 (2025)
[i158]Chen-Chia Chang, Wan-Hsuan Lin, Yikang Shen, Yiran Chen, Xin Zhang:
LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation. CoRR abs/2506.10235 (2025)
[i157]Jingyu Pan, Isaac Jacobson, Zheng Zhao, Tung-Chieh Chen, Guanglei Zhou, Chen-Chia Chang, Vineet Rashingkar, Yiran Chen:
CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs. CoRR abs/2507.02128 (2025)
[i156]Ting Jiang, Yixiao Wang, Hancheng Ye, Zishan Shao, Jingwei Sun
, Jingyang Zhang, Zekai Chen, Jianyi Zhang, Yiran Chen, Hai Li:
SADA: Stability-guided Adaptive Diffusion Acceleration. CoRR abs/2507.17135 (2025)
[i155]Yiting Wang, Wanghao Ye, Yexiao He, Yiran Chen, Gang Qu, Ang Li:
MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization. CoRR abs/2507.19570 (2025)
[i154]Yiyi Lu, Hoiian Au, Junyao Zhang, Jingyu Pan, Yiting Wang, Ang Li, Jianyi Zhang, Yiran Chen:
AutoEDA: Enabling EDA Flow Automation through Microservice-Based LLM Agents. CoRR abs/2508.01012 (2025)
[i153]Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai Li:
FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models. CoRR abs/2508.01506 (2025)
[i152]Xinhua Chen, Sitao Huang, Cong Guo, Chiyue Wei, Yintao He, Jianyi Zhang, Hai Helen Li, Yiran Chen:
DPad: Efficient Diffusion Language Models with Suffix Dropout. CoRR abs/2508.14148 (2025)
[i151]Ming Yin, Dinghan Shen, Silei Xu, Jianbing Han, Sixun Dong, Mian Zhang, Yebowen Hu, Shujian Liu, Simin Ma, Song Wang, Sathish Reddy Indurthi, Xun Wang, Yiran Chen, Kaiqiang Song:
LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries. CoRR abs/2508.15760 (2025)
[i150]Qinsi Wang, Bo Liu, Tianyi Zhou, Jing Shi, Yueqian Lin, Yiran Chen, Hai Helen Li, Kun Wan, Wentian Zhao:
Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play. CoRR abs/2509.25541 (2025)
[i149]Yueqian Lin, Zhengmian Hu, Qinsi Wang, Yudong Liu, Hengfan Zhang, Jayakumar Subramanian, Nikos Vlassis, Hai Helen Li, Yiran Chen:
Voice Evaluation of Reasoning Ability: Diagnosing the Modality-Induced Performance Gap. CoRR abs/2509.26542 (2025)
[i148]Ningyuan Yang, Guanliang Lyu, Mingchen Ma, Yiyi Lu, Yiming Li, Zhihui Gao, Hancheng Ye, Jianyi Zhang, Tingjun Chen, Yiran Chen:
IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol. CoRR abs/2510.01260 (2025)
[i147]Hancheng Ye, Zhengqi Gao, Mingyuan Ma, Qinsi Wang, Yuzhe Fu, Ming-Yu Chung, Yueqian Lin, Zhijian Liu, Jianyi Zhang, Danyang Zhuo, Yiran Chen:
KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems. CoRR abs/2510.12872 (2025)
[i146]Yueqian Lin, Zhengmian Hu, Jayakumar Subramanian, Qinsi Wang, Nikos Vlassis, Hai Helen Li, Yiran Chen:
AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning. CoRR abs/2510.16156 (2025)
[i145]Yuzhe Fu, Changchun Zhou, Hancheng Ye, Bowen Duan, Qiyu Huang, Chiyue Wei, Cong Guo, Hai Helen Li, Yiran Chen:
FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing. CoRR abs/2511.07665 (2025)
[i144]Tergel Molom-Ochir, Benjamin F. Morris III, Mark Horton, Chiyue Wei, Cong Guo, Brady Taylor, Peter Liu, Shan X. Wang, Deliang Fan, Hai Helen Li, Yiran Chen:
CAMformer: Associative Memory is All You Need. CoRR abs/2511.19740 (2025)
[i143]Haoxuan Shan, Cong Guo, Chiyue Wei, Feng Cheng, Junyao Zhang, Hai Li, Yiran Chen:
Platinum: Path-Adaptable LUT-Based Accelerator Tailored for Low-Bit Weight Matrix Multiplication. CoRR abs/2511.21910 (2025)
[i142]Chiyue Wei, Cong Guo, Junyao Zhang, Haoxuan Shan, Yifan Xu, Ziyue Zhang, Yudong Liu, Qinsi Wang, Changchun Zhou, Hai (Helen) Li, Yiran Chen:
Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models. CoRR abs/2512.14661 (2025)
[i141]Yudong Liu, Spencer Hallyburton, Jiwoo Kim, Yueqian Lin, Yiming Li, Qinsi Wang, Hui Ye, Jingwei Sun
, Miroslav Pajic, Yiran Chen, Hai Li:
LLaViDA: A Large Language Vision Driving Assistant for Explicit Reasoning and Enhanced Trajectory Planning. CoRR abs/2512.18211 (2025)- 2024
[j147]Yiran Chen
, Suman Banerjee, Shaundra Daily, Jeffery Krolik, Hai (Helen) Li, Daniel B. Limbrick
, Miroslav Pajic, Rajashi Runton, Lin Zhong:
Athena - The NSF AI Institute for Edge Computing. AI Mag. 45(1): 15-21 (2024)
[j146]Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li:
OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection. J. Data-centric Mach. Learn. Res. 2: (3):1-32 (2024)
[j145]Bo Lyu
, Yin Yang, Yuting Cao, Tuo Shi, Yiran Chen, Tingwen Huang, Shiping Wen
:
A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures. Neural Networks 175: 106312 (2024)
[j144]Shiyu Li
, Yitu Wang
, Edward Hanson
, Andrew Chang, Yang-Seok Ki, Hai Li
, Yiran Chen
:
NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models. IEEE Trans. Computers 73(5): 1248-1261 (2024)
[j143]Chen-Chia Chang
, Jingyu Pan
, Zhiyao Xie
, Tunhou Zhang, Jiang Hu, Yiran Chen
:
Toward Fully Automated Machine Learning for Routability Estimator Development. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(3): 970-982 (2024)
[j142]Jingyu Pan
, Xuezhong Lin, Jinming Xu
, Yiran Chen
, Cheng Zhuo
:
Lithography Hotspot Detection Based on Heterogeneous Federated Learning With Local Adaptation and Feature Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(5): 1484-1496 (2024)
[j141]He Xiao
, Xiaofang Hu
, Tongtong Gao, Yue Zhou
, Shukai Duan
, Yiran Chen
:
Efficient Low-Bit Neural Network With Memristor-Based Reconfigurable Circuits. IEEE Trans. Circuits Syst. II Express Briefs 71(1): 66-70 (2024)
[j140]Xiaoxuan Yang
, Zhangyang Wang
, X. Sharon Hu
, Chris H. Kim
, Shimeng Yu
, Miroslav Pajic
, Rajit Manohar
, Yiran Chen
, Hai Helen Li
:
Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design. IEEE Trans. Circuits Syst. II Express Briefs 71(3): 1683-1689 (2024)
[j139]Yiran Chen
, Gabriele Manganaro
, Manuel Delgado-Restituto
:
Inaugural Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. 1(1): 1-2 (2024)
[j138]Yiran Chen:
Inaugural Issue (Part II) of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. 1(2): 112-113 (2024)
[j137]Bo Lyu
, Shiping Wen
, Yin Yang
, Xiaojun Chang
, Junwei Sun
, Yiran Chen
, Tingwen Huang
:
Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks. IEEE Trans. Neural Networks Learn. Syst. 35(9): 11979-11988 (2024)
[c362]Yiran Chen:
Advancing Federated Learning by Addressing Data and System Heterogeneity. AAAI Spring Symposia 2024: 294
[c361]Matthew Inkawhich, Nathan Inkawhich, Hao Yang, Jingyang Zhang, Randolph Linderman, Yiran Chen:
OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery. IEEE Big Data 2024: 928-937
[c360]Jingwei Sun
, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen:
PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. IEEE Big Data 2024: 1124-1133
[c359]Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen:
DistDNAS: Search Efficient Feature Interactions within 2 Hours. IEEE Big Data 2024: 1492-1499
[c358]Bokyung Kim, Qijia Huang, Brady Taylor, Qilin Zheng, Jonathan Ku, Nicky Ramos, Eric C. Yeats, Yiran Chen, Hai Helen Li:
MulPi: A Multi-Class and Patient-Independent Computing-in-SRAM Seizure Classifier. BioCAS 2024: 1-5
[c357]Qijia Huang, Huanrui Yang, Eric Zeng, Yiran Chen:
A Deep-Learning-Based Multi-modal ECG and PCG Processing Framework for Label Efficient Heart Sound Segmentation. CHASE 2024: 109-119
[c356]Anna Wang, Qijia Huang, Yiran Chen:
A Quantized Parsimonious CNN Model for Sleep Polysomnogram Data Streams. CHASE 2024: 162-163
[c355]Mohamed Ibrahim, Zishen Wan, Haitong Li
, Priyadarshini Panda, Tushar Krishna, Pentti Kanerva, Yiran Chen, Arijit Raychowdhury:
Special Session: Neuro-Symbolic Architecture Meets Large Language Models: A Memory-Centric Perspective. CODES+ISSS 2024: 11-20
[c354]Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen:
CSCO: Connectivity Search of Convolutional Operators. CVPR Workshops 2024: 1685-1694
[c353]Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang
, Yang You, Yiran Chen:
Efficient Dataset Distillation via Minimax Diffusion. CVPR 2024: 15793-15803
[c352]Hanqiu Chen
, Yitu Wang
, Luis Vitório Cargnini
, Mohammadreza Soltaniyeh
, Dongyang Li
, Gongjin Sun
, Pradeep Subedi
, Andrew Chang
, Yiran Chen
, Cong Hao
:
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. DAC 2024: 106:1-106:6
[c351]Fan Zhang
, Amitesh Sridharan
, Wilman Tsai
, Yiran Chen
, Shan X. Wang
, Deliang Fan
:
Efficient Memory Integration: MRAM-SRAM Hybrid Accelerator for Sparse On-Device Learning. DAC 2024: 182:1-182:6
[c350]Jonathan Hao-Cheng Ku
, Junyao Zhang
, Haoxuan Shan
, Saichand Samudrala
, Jiawen Wu
, Qilin Zheng
, Ziru Li
, Jeyavijayan Rajendran
, Yiran Chen
:
ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM. DAC 2024: 189:1-189:6
[c349]Qilin Zheng
, Ziru Li
, Jonathan Ku
, Yitu Wang
, Brady Taylor
, Deliang Fan
, Yiran Chen
:
Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference. DAC 2024: 313:1-313:6
[c348]Yuqi Jia
, Saeed Vahidian
, Jingwei Sun
, Jianyi Zhang
, Vyacheslav Kungurtsev
, Neil Zhenqiang Gong, Yiran Chen
:
Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. ECCV (78) 2024: 18-33
[c347]Bokyung Kim
, Hai Li
, Yiran Chen
:
Processing-in-Memory Designs Based on Emerging Technology for Efficient Machine Learning Acceleration. ACM Great Lakes Symposium on VLSI 2024: 614-619
[c346]Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen:
Towards Building The Federatedgpt: Federated Instruction Tuning. ICASSP 2024: 6915-6919
[c345]Jingyu Pan
, Chen-Chia Chang
, Zhiyao Xie
, Yiran Chen
, Hai Helen Li
:
EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research. ICCAD 2024: 58:1-58:8
[c344]Yueqian Lin, Jingyang Zhang, Yiran Chen, Hai Li:
SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion. Tiny Papers @ ICLR 2024
[c343]Chen-Chia Chang, Yikang Shen, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang:
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. ICML 2024: 6253-6262
[c342]Jingwei Sun, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yudong Liu, Zhixu Du, Yiran Chen, Holger R. Roth:
FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. ICML 2024: 47159-47173
[c341]Saichand Samudrala, Jiawen Wu, Chen Chen, Haoxuan Shan, Jonathan Ku, Yiran Chen, Jeyavijayan Rajendran:
Performance Analysis of Zero-Knowledge Proofs. IISWC 2024: 144-155
[c340]Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen:
NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing. ISCA 2024: 368-381
[c339]Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai (Helen) Li:
Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration. ISCAS 2024: 1-5
[c338]Minxue Tang, Jingwei Sun
, Hai Helen Li, Yiran Chen:
Embracing Privacy, Robustness, and Efficiency with Trustworthy Federated Learning on Edge Devices. ISVLSI 2024: 284-289
[c337]Hao (Frank) Yang, Yang Zhao, Jiarui Cai, Meixin Zhu, Jenq-Neng Hwang, Yiran Chen:
Mitigating Bias of Deep Neural Networks for Trustworthy Traffic Perception in Autonomous Systems. IV 2024: 633-638
[c336]Junyue Jiang, Hongliang Lu, Chenxi Liu
, Meixin Zhu, Yiran Chen, Hao (Frank) Yang:
Cost-effective Vehicle Recognition System in Challenging Environment Empowered by Micro-Pulse LiDAR and Edge AI. IV 2024: 645-650
[c335]Cristhian Roman-Vicharra
, Yiran Chen
, Jiang Hu
:
Flip-Flop Centric Incremental Placement for Simultaneous Timing and Clock Network Power Optimization. MLCAD 2024: 11
[c334]Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai Li, Yiran Chen:
SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. MLSys 2024
[c333]Yiming Li, Jingwei Sun, Yudong Liu, Yuandong Zhang, Ang Li, Beidi Chen, Holger R. Roth, Daguang Xu, Tingjun Chen, Yiran Chen
:
Federated Black-box Prompt Tuning System for Large Language Models on the Edge. MobiCom 2024: 1775-1777
[c332]Lin Duan, Jingwei Sun, Jinyuan Jia, Yiran Chen, Maria Gorlatova:
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference. NeurIPS 2024
[c331]Jianyi Zhang, Da-Cheng Juan, Cyrus Rashtchian, Chun-Sung Ferng, Heinrich Jiang, Yiran Chen:
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models. NeurIPS 2024
[c330]Minxue Tang, Anna Dai, Louis DiValentin, Aolin Ding, Amin Hass, Neil Zhenqiang Gong, Yiran Chen, Hai (Helen) Li:
ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks. USENIX Security Symposium 2024
[c329]Matthew Inkawhich, Nathan Inkawhich, Hai Li, Yiran Chen:
Tunable Hybrid Proposal Networks for the Open World. WACV 2024: 1977-1988
[c328]Binghui Wang
, Minhua Lin
, Tianxiang Zhou
, Pan Zhou
, Ang Li
, Meng Pang
, Hai Helen Li
, Yiran Chen
:
Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function. WSDM 2024: 693-701
[i140]Junyao Zhang, Hanrui Wang, Qi Ding, Jiaqi Gu, Reouven Assouly, William D. Oliver, Song Han, Kenneth R. Brown, Hai Helen Li, Yiran Chen:
Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers. CoRR abs/2401.17450 (2024)
[i139]Saeed Vahidian, Mingyu Wang, Jianyang Gu
, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen:
Group Distributionally Robust Dataset Distillation with Risk Minimization. CoRR abs/2402.04676 (2024)
[i138]Tunhou Zhang, Feng Yan, Hai Helen Li, Yiran Chen:
Peeking Behind the Curtains of Residual Learning. CoRR abs/2402.08645 (2024)
[i137]Jonathan Ku, Junyao Zhang, Haoxuan Shan, Saichand Samudrala, Jiawen Wu, Qilin Zheng, Ziru Li, J. V. Rajendran, Yiran Chen:
ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM. CoRR abs/2402.14152 (2024)
[i136]Hongru Du, Jianan Zhao, Yang Zhao, Shaochong Xu
, Xihong Lin, Yiran Chen, Lauren M. Gardner, Hao (Frank) Yang:
Advancing Real-time Pandemic Forecasting Using Large Language Models: A COVID-19 Case Study. CoRR abs/2404.06962 (2024)
[i135]Matthew Inkawhich, Nathan Inkawhich, Hao Yang, Jingyang Zhang, Randolph Linderman, Yiran Chen:
OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery. CoRR abs/2404.10865 (2024)
[i134]Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen:
CSCO: Connectivity Search of Convolutional Operators. CoRR abs/2404.17152 (2024)
[i133]Jingwei Sun
, Zhixu Du, Yiran Chen:
Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback. CoRR abs/2405.19686 (2024)
[i132]Hao Fu, Tunhou Zhang, Hai Li, Yiran Chen:
Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS. CoRR abs/2406.01975 (2024)
[i131]Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang:
ARTIST: Improving the Generation of Text-rich Images by Disentanglement. CoRR abs/2406.12044 (2024)
[i130]Merim Dzaferagic
, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Marquez-Barja, Christos Tranoris, Spyros G. Denazis, Thomas Kyriakakis
, Panagiotis Karafotis, Luiz A. DaSilva, Shashi Raj Pandey, Junya Shiraishi, Petar Popovski, Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Holger Claussen, Jinfeng Du, Gil Zussman, Tingjun Chen, Yiran Chen, Seshu Tirupathi, Ivan Seskar, Daniel C. Kilper
:
Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems. CoRR abs/2407.01544 (2024)
[i129]Tergel Molom-Ochir, Brady Taylor, Hai Li, Yiran Chen:
MonoSparse-CAM: Harnessing Monotonicity and Sparsity for Enhanced Tree Model Processing on CAMs. CoRR abs/2407.11071 (2024)
[i128]Chen-Chia Chang, Yikang Shan, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang:
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. CoRR abs/2407.18269 (2024)
[i127]Hanqiu Chen, Yitu Wang, Luis Vitório Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao:
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. CoRR abs/2408.05614 (2024)
[i126]Bhavna Gopal, Huanrui Yang, Jingyang Zhang, Mark Horton, Yiran Chen:
Criticality Leveraged Adversarial Training (CLAT) for Boosted Performance via Parameter Efficiency. CoRR abs/2408.10204 (2024)
[i125]Guanglei Zhou, Bhargav Korrapati, Gaurav Rajavendra Reddy, Jiang Hu, Yiran Chen, Dipto G. Thakurta:
PatternPaint: Generating Layout Patterns Using Generative AI and Inpainting Techniques. CoRR abs/2409.01348 (2024)
[i124]Vyacheslav Kungurtsev, Yuanfang Peng, Jianyang Gu, Saeed Vahidian, Anthony Quinn, Fadwa Idlahcen, Yiran Chen:
Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning. CoRR abs/2409.01410 (2024)
[i123]Jianyi Zhang, Hao (Fran)k Yang, Ang Li, Xin Guo, Pu Wang, Haiming Wang, Yiran Chen, Hai Li:
MLLM-FL: Multimodal Large Language Model Assisted Federated Learning on Heterogeneous and Long-tailed Data. CoRR abs/2409.06067 (2024)
[i122]Minxue Tang, Yitu Wang, Jingyang Zhang, Louis DiValentin, Aolin Ding, Amin Hass, Yiran Chen, Hai (Helen) Li:
FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning. CoRR abs/2409.08372 (2024)
[i121]Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong:
Federated Large Language Models: Current Progress and Future Directions. CoRR abs/2409.15723 (2024)
[i120]Cong Guo
, Feng Cheng, Zhixu Du, James Kiessling, Jonathan Ku, Shiyu Li, Ziru Li, Mingyuan Ma, Tergel Molom-Ochir, Benjamin Morris, Haoxuan Shan, Jingwei Sun
, Yitu Wang, Chiyue Wei, Xueying Wu, Yuhao Wu, Hao (Frank) Yang, Jingyang Zhang, Junyao Zhang, Qilin Zheng, Guanglei Zhou, Hai Li, Yiran Chen:
A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models. CoRR abs/2410.07265 (2024)
[i119]Qinsi Wang, Saeed Vahidian, Hancheng Ye, Jianyang Gu, Jianyi Zhang, Yiran Chen:
CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation. CoRR abs/2410.18311 (2024)
[i118]Jianyi Zhang, Da-Cheng Juan, Cyrus Rashtchian, Chun-Sung Ferng, Heinrich Jiang, Yiran Chen:
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models. CoRR abs/2411.02433 (2024)
[i117]Junyao Zhang, Guanglei Zhou, Feng Cheng, Jonathan Ku, Qi Ding, Jiaqi Gu, Hanrui Wang, Hai Helen Li, Yiran Chen:
qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers. CoRR abs/2411.02447 (2024)
[i116]Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Yudong Liu, Feng Cheng, Yufan Cao, Feng Yan, Hai Li, Yiran Chen, Wei Wen:
Towards Automated Model Design on Recommender Systems. CoRR abs/2411.07569 (2024)
[i115]Arjun Sridhar, Chen-Chia Chang, Junyao Zhang, Yiran Chen:
Improving Routability Prediction via NAS Using a Smooth One-shot Augmented Predictor. CoRR abs/2411.14296 (2024)
[i114]Arjun Sridhar, Yiran Chen:
Delta-NAS: Difference of Architecture Encoding for Predictor-based Evolutionary Neural Architecture Search. CoRR abs/2411.14498 (2024)
[i113]Ming Yin, Jingyang Zhang, Jingwei Sun
, Minghong Fang, Hai Li, Yiran Chen:
LoBAM: LoRA-Based Backdoor Attack on Model Merging. CoRR abs/2411.16746 (2024)
[i112]Chen-Chia Chang, Chia-Tung Ho, Yaguang Li, Yiran Chen, Haoxing Ren:
DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent. CoRR abs/2412.05311 (2024)
[i111]Yueqian Lin, Yuzhe Fu, Jingyang Zhang, Yudong Liu, Jianyi Zhang, Jingwei Sun
, Hai, Yiran Chen:
SpeechPrune: Context-aware Token Pruning for Speech Information Retrieval. CoRR abs/2412.12009 (2024)- 2023
[j136]Shiyan Hu
, Yiran Chen
, Qi Zhu
, Armando Walter Colombo
:
Guest Editorial Machine Learning for Resilient Industrial Cyber-Physical Systems. IEEE Trans Autom. Sci. Eng. 20(1): 3-4 (2023)
[j135]Edward Hanson
, Shiyu Li
, Xuehai Qian, Hai Helen Li
, Yiran Chen
:
DyNNamic: Dynamically Reshaping, High Data-Reuse Accelerator for Compact DNNs. IEEE Trans. Computers 72(3): 880-892 (2023)
[j134]Zhiyao Xie
, Jingyu Pan
, Chen-Chia Chang, Jiang Hu, Yiran Chen
:
The Dark Side: Security and Reliability Concerns in Machine Learning for EDA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(4): 1171-1184 (2023)
[j133]Ziru Li
, Qilin Zheng, Yiran Chen
, Hai Helen Li
:
SpikeSen: Low-Latency In-Sensor-Intelligence Design With Neuromorphic Spiking Neurons. IEEE Trans. Circuits Syst. II Express Briefs 70(6): 1876-1880 (2023)
[j132]Yitu Wang
, Shiyu Li
, Qilin Zheng
, Andrew Chang
, Hai Li
, Yiran Chen
:
EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference. ACM Trans. Embed. Comput. Syst. 22(5s): 100:1-100:22 (2023)
[j131]Meng Pang
, Binghui Wang
, Mang Ye
, Yiu-ming Cheung
, Yiran Chen
, Bihan Wen
:
DisP+V: A Unified Framework for Disentangling Prototype and Variation From Single Sample per Person. IEEE Trans. Neural Networks Learn. Syst. 34(2): 867-881 (2023)
[c327]Jianyi Zhang, Aashiq Muhamed, Aditya Anantharaman, Guoyin Wang, Changyou Chen, Kai Zhong, Qingjun Cui, Yi Xu, Belinda Zeng, Trishul Chilimbi, Yiran Chen:
ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models. ACL (2) 2023: 1128-1136
[c326]Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Yaguang Li, Yishuang Lin, Jiang Hu, Yiran Chen:
Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction. ASP-DAC 2023: 58-63
[c325]Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Jiang Hu, Yiran Chen:
Rethink before Releasing Your Model: ML Model Extraction Attack in EDA. ASP-DAC 2023: 252-257
[c324]Xiaoxuan Yang
, Shiyu Li, Qilin Zheng, Yiran Chen:
Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design. ASP-DAC 2023: 618-623
[c323]Edward Hanson, Mark Horton, Hai (Helen) Li, Yiran Chen:
DefT: Boosting Scalability of Deformable Convolution Operations on GPUs. ASPLOS (3) 2023: 134-146
[c322]Randolph Linderman, Jingyang Zhang, Nathan Inkawhich, Hai Helen Li, Yiran Chen:
Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification. CoLLAs 2023: 162-183
[c321]Richard Petri, Grace Li Zhang
, Yiran Chen, Ulf Schlichtmann, Bing Li:
PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration. DAC 2023: 1-6
[c320]Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai Helen Li:
Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture. DAC 2023: 1-6
[c319]Bokyung Kim, Zhixu Du, Jingwei Sun
, Yiran Chen:
Invited Paper: Towards the Efficiency, Heterogeneity, and Robustness of Edge AI. ICCAD 2023: 1-7
[c318]Qijun Zhang
, Shiyu Li, Guanglei Zhou, Jingyu Pan, Chen-Chia Chang, Yiran Chen, Zhiyao Xie:
PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions. ICCAD 2023: 1-9
[c317]Jingwei Sun
, Ziyue Xu, Dong Yang, Vishwesh Nath, Wenqi Li, Can Zhao, Daguang Xu, Yiran Chen, Holger R. Roth:
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples. ICCV 2023: 5180-5189
[c316]Yuewei Yang, Hai Li, Yiran Chen:
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations. ICCV 2023: 16063-16074
[c315]Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li:
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. ICML 2023: 41354-41381
[c314]Bhavna Gopal, Arjun Sridhar, Tunhou Zhang, Yiran Chen:
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. IJCAI 2023: 773-781
[c313]Edward Hanson
, Shiyu Li
, Guanglei Zhou
, Feng Cheng
, Yitu Wang
, Rohan Bose
, Hai Li
, Yiran Chen
:
Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI. MICRO 2023: 972-985
[c312]Prianka Sengupta, Aakash Tyagi, Yiran Chen, Jiang Hu:
Early Identification of Timing Critical RTL Components using ML based Path Delay Prediction. MLCAD 2023: 1-6
[c311]Zhihui Gao
, Yiran Chen
, Tingjun Chen
:
Swirls: Sniffing Wi-Fi Using Radios with Low Sampling Rates. MobiHoc 2023: 260-269
[c310]Christopher Wolters, Brady Taylor, Edward Hanson, Xiaoxuan Yang
, Ulf Schlichtmann, Yiran Chen:
Biologically Plausible Learning on Neuromorphic Hardware Architectures. MWSCAS 2023: 733-737
[c309]Junyao Zhang, Hanrui Wang, Gokul Subramanian Ravi, Frederic T. Chong, Song Han, Frank Mueller, Yiran Chen:
DISQ: Dynamic Iteration Skipping for Variational Quantum Algorithms. QCE 2023: 1062-1073
[c308]Linghao Song
, Fan Chen
, Hai Li
, Yiran Chen
:
ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers. SC 2023: 75:1-75:15
[c307]Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen:
: Joint Point Interaction-Dimension Search for 3D Point Cloud. WACV 2023: 1298-1307
[c306]Likun Zhang, Yahong Chen, Ang Li, Binghui Wang, Yiran Chen, Fenghua Li, Jin Cao, Ben Niu:
Interpreting Disparate Privacy-Utility Tradeoff in Adversarial Learning via Attribute Correlation. WACV 2023: 4690-4698
[c305]Jingyang Zhang, Nathan Inkawhich, Randolph Linderman, Yiran Chen, Hai Li:
Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments. WACV 2023: 5520-5529
[c304]Tunhou Zhang
, Dehua Cheng
, Yuchen He
, Zhengxing Chen
, Xiaoliang Dai
, Liang Xiong
, Feng Yan
, Hai Li
, Yiran Chen
, Wei Wen
:
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. WWW 2023: 1199-1207
[i110]Patrick Bowen, Guy Regev, Nir Regev, Bruno Pedroni, Edward Hanson, Yiran Chen:
Analog, In-memory Compute Architectures for Artificial Intelligence. CoRR abs/2302.06417 (2023)
[i109]Richard Petri, Grace Li Zhang, Yiran Chen, Ulf Schlichtmann, Bing Li:
PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration. CoRR abs/2303.13997 (2023)
[i108]Jingyang Zhang, Nathan Inkawhich, Randolph Linderman, Ryan Luley, Yiran Chen, Hai Helen Li:
SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection. CoRR abs/2303.14531 (2023)
[i107]Jingwei Sun
, Ziyue Xu, Dong Yang, Vishwesh Nath, Wenqi Li, Can Zhao, Daguang Xu, Yiran Chen, Holger R. Roth:
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples. CoRR abs/2303.16270 (2023)
[i106]Jingwei Sun
, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen:
Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. CoRR abs/2303.18178 (2023)
[i105]Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Guoyin Wang, Yiran Chen:
Towards Building the Federated GPT: Federated Instruction Tuning. CoRR abs/2305.05644 (2023)
[i104]Lin Duan, Jingwei Sun
, Yiran Chen, Maria Gorlatova:
PrivaScissors: Enhance the Privacy of Collaborative Inference through the Lens of Mutual Information. CoRR abs/2306.07973 (2023)
[i103]Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin
, Haoran Zhang, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang
, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li:
OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection. CoRR abs/2306.09301 (2023)
[i102]Bhavna Gopal, Arjun Sridhar, Tunhou Zhang, Yiran Chen:
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. CoRR abs/2307.03110 (2023)
[i101]Junyao Zhang, Hanrui Wang, Gokul Subramanian Ravi, Frederic T. Chong, Song Han, Frank Mueller, Yiran Chen:
DISQ: Dynamic Iteration Skipping for Variational Quantum Algorithms. CoRR abs/2308.06634 (2023)
[i100]Yuewei Yang, Hai Li, Yiran Chen:
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations. CoRR abs/2308.08321 (2023)
[i99]Jingwei Sun
, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yiran Chen, Holger R. Roth:
FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. CoRR abs/2310.01467 (2023)
[i98]Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun
, Qilin Zheng, Yongkai Wu, Ang Li, Hai (Helen) Li, Yiran Chen:
SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. CoRR abs/2310.18859 (2023)
[i97]Yufan Cao, Tunhou Zhang, Wei Wen, Feng Yan, Hai Li, Yiran Chen:
Farthest Greedy Path Sampling for Two-shot Recommender Search. CoRR abs/2310.20705 (2023)
[i96]Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen:
DistDNAS: Search Efficient Feature Interactions within 2 Hours. CoRR abs/2311.00231 (2023)
[i95]Martin Kuo, Jianyi Zhang, Yiran Chen:
DACBERT: Leveraging Dependency Agreement for Cost-Efficient Bert Pretraining. CoRR abs/2311.04799 (2023)
[i94]Yueqian Lin, Jingyang Zhang, Yiran Chen, Hai Helen Li:
SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion. CoRR abs/2311.12981 (2023)
[i93]Jianyang Gu
, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen:
Efficient Dataset Distillation via Minimax Diffusion. CoRR abs/2311.15529 (2023)
[i92]Yuqi Jia, Saeed Vahidian, Jingwei Sun
, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen:
Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. CoRR abs/2312.01537 (2023)
[i91]Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Yiran Chen:
EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research. CoRR abs/2312.01674 (2023)
[i90]Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai (Helen) Li, Yiran Chen:
In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search. CoRR abs/2312.03141 (2023)
[i89]Qijun Zhang, Shiyu Li, Guanglei Zhou, Jingyu Pan, Chen-Chia Chang, Yiran Chen, Zhiyao Xie:
PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions. CoRR abs/2312.08994 (2023)- 2022
[j130]Xiaoxuan Yang
, Changming Wu, Mo Li, Yiran Chen
:
Tolerating Noise Effects in Processing-in-Memory Systems for Neural Networks: A Hardware-Software Codesign Perspective. Adv. Intell. Syst. 4(8) (2022)
[j129]Yiran Chen
, Sherief Reda
:
ISLPED 2021: The 25th Anniversary! IEEE Des. Test 39(1): 92-93 (2022)
[j128]Youhui Zhang, Yiran Chen, Yuanyuan Mi:
Editorial: Machine learning for computational neural modeling and data analyses. Frontiers Comput. Neurosci. 16 (2022)
[j127]Nathan Inkawhich
, Jingyang Zhang
, Eric K. Davis
, Ryan Luley
, Yiran Chen
:
Improving Out-of-Distribution Detection by Learning From the Deployment Environment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2070-2086 (2022)
[j126]Yiran Chen
, Qinru Qiu:
Guest Editorial: IEEE TC Special Issue On Software, Hardware and Applications for Neuromorphic Computing. IEEE Trans. Computers 71(11): 2705-2706 (2022)
[j125]Taozhong Li
, Naifeng Jing
, Zhigang Mao, Yiran Chen
:
A Hybrid-Grained Remapping Defense Scheme Against Hard Failures for Row-Column-NVM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(6): 1842-1854 (2022)
[j124]Chengning Wang
, Dan Feng, Wei Tong
, Jingning Liu
, Bing Wu
, Yiran Chen
:
Space-Time-Efficient Modeling of Large-Scale 3-D Cross-Point Memory Arrays by Operation Adaption and Network Compaction. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3479-3491 (2022)
[j123]Zhiyao Xie
, Rongjian Liang
, Xiaoqing Xu, Jiang Hu, Chen-Chia Chang, Jingyu Pan
, Yiran Chen
:
Preplacement Net Length and Timing Estimation by Customized Graph Neural Network. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4667-4680 (2022)
[j122]Fangxin Liu
, Wenbo Zhao, Zongwu Wang, Yilong Zhao
, Tao Yang
, Yiran Chen
, Li Jiang
:
IVQ: In-Memory Acceleration of DNN Inference Exploiting Varied Quantization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5313-5326 (2022)
[j121]Qilin Zheng
, Xingchen Li
, Yijin Guan, Zongwei Wang
, Yimao Cai
, Yiran Chen
, Guangyu Sun, Ru Huang:
PIMulator-NN: An Event-Driven, Cross-Level Simulation Framework for Processing-In-Memory-Based Neural Network Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5464-5475 (2022)
[j120]Xiaoxuan Yang
, Brady Taylor
, Ailong Wu
, Yiran Chen
, Leon O. Chua
:
Research Progress on Memristor: From Synapses to Computing Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 69(5): 1845-1857 (2022)
[j119]Brady Taylor
, Qilin Zheng, Ziru Li
, Shiyu Li
, Yiran Chen
:
Processing-in-Memory Technology for Machine Learning: From Basic to ASIC. IEEE Trans. Circuits Syst. II Express Briefs 69(6): 2598-2603 (2022)
[j118]Jiachen Mao
, Qing Yang
, Ang Li
, Kent W. Nixon
, Hai Li
, Yiran Chen
:
Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 21(3): 33:1-33:21 (2022)
[j117]Vikas Chandra, Yiran Chen, Sungjoo Yoo:
Introduction to the Special Section on Energy-Efficient AI Chips. ACM Trans. Design Autom. Electr. Syst. 27(5): 41:1-41:2 (2022)
[j116]Taozhong Li
, Naifeng Jing
, Jianfei Jiang
, Qin Wang
, Zhigang Mao
, Yiran Chen
:
A Novel Architecture Design for Output Significance Aligned Flow with Adaptive Control in ReRAM-based Neural Network Accelerator. ACM Trans. Design Autom. Electr. Syst. 27(6): 57:1-57:22 (2022)
[c303]Xiaoxuan Yang, Huanrui Yang, Jingchi Zhang, Hai Helen Li, Yiran Chen:
On Building Efficient and Robust Neural Network Designs. IEEECONF 2022: 317-321
[c302]Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo:
Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation. ASP-DAC 2022: 166-171
[c301]Hsin-Pai Cheng, Feng Liang, Meng Li, Bowen Cheng, Feng Yan, Hai Li, Vikas Chandra, Yiran Chen:
ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation. AutoML 2022: 15/1-18
[c300]Jianyi Zhang, Zhixu Du, Jingwei Sun
, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen:
Next Generation Federated Learning for Edge Devices: An Overview. CIC 2022: 10-15
[c299]Jingyang Zhang, Yiran Chen, Hai Helen Li:
Privacy Leakage of Adversarial Training Models in Federated Learning Systems. CVPR Workshops 2022: 107-113
[c298]Minxue Tang, Xuefei Ning, Yitu Wang, Jingwei Sun
, Yu Wang, Hai Helen Li, Yiran Chen:
FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning. CVPR 2022: 10092-10101
[c297]Huanrui Yang, Xiaoxuan Yang
, Neil Zhenqiang Gong, Yiran Chen:
HERO: hessian-enhanced robust optimization for unifying and improving generalization and quantization performance. DAC 2022: 25-30
[c296]Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen:
Towards collaborative intelligence: routability estimation based on decentralized private data. DAC 2022: 961-966
[c295]Ziru Li, Qilin Zheng, Bonan Yan, Ru Huang, Bing Li, Yiran Chen:
ASTERS: adaptable threshold spike-timing neuromorphic design with twin-column ReRAM synapses. DAC 2022: 1099-1104
[c294]Xiangru Chen, Dong Li
, Yiran Chen, Jie Xiong
:
Boosting the sensing granularity of acoustic signals by exploiting hardware non-linearity. HotNets 2022: 53-59
[c293]Zhiyao Xie, Shiyu Li, Mingyuan Ma, Chen-Chia Chang, Jingyu Pan, Yiran Chen, Jiang Hu:
DEEP: Developing Extremely Efficient Runtime On-Chip Power Meters. ICCAD 2022: 76:1-76:9
[c292]Prianka Sengupta, Aakash Tyagi, Yiran Chen, Jiang Hu:
How Good Is Your Verilog RTL Code?: A Quick Answer from Machine Learning. ICCAD 2022: 89:1-89:9
[c291]Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Jiang Hu, Yiran Chen:
Robustify ML-Based Lithography Hotspot Detectors. ICCAD 2022: 134:1-134:7
[c290]Jianyi Zhang, Yiran Chen, Jianshu Chen:
Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer. ICDM (Workshops) 2022: 1-11
[c289]Binghui Wang, Ang Li, Meng Pang, Hai Li, Yiran Chen:
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs. ICDM 2022: 498-507
[c288]Zhihui Gao, Ang Li, Dong Li
, Jialin Liu
, Jie Xiong
, Yu Wang, Bing Li, Yiran Chen:
MOM: Microphone based 3D Orientation Measurement.


Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCID