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ORCIDXiang Chen 0010
Person information
- affiliation: George Mason University, Department of Electrical and Computer Engineering, Fairfax, VA, USA
- affiliation (former, PhD): University of Pittsburgh, Electrical and Computer Engineering Department, PA, USA
Other persons with the same name
- Xiang Chen — disambiguation page
- Xiang Chen 0001
![[0000-0002-6955-8729]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-6955-8729")
— Zhejiang University, State Key Lab of CAD&CG, China - Xiang Chen 0002 — Arkansas Tech University, Russellville, AR, USA (and 1 more)
- Xiang Chen 0003 — Tupl Inc., Bellevue, WA, USA (and 3 more)
- Xiang Chen 0004 — University of British Columbia, Vancouver, Canada (and 1 more)
- Xiang Chen 0005 — Nantong University, School of Computer Science and Technology, China (and 1 more)
- Xiang Chen 0006 — Tsinghua University, School of Software, Beijing, China
- Xiang Chen 0007 — Sun Yat-sen University, School of Electronics and Information Technology, Guangzhou, China (and 2 more)
- Xiang Chen 0008 — Sichuan University, College of Electronics and Information Engineering, Chengdu, China
- Xiang Chen 0009 — Xidian University, State Key Laboratory of Integrated Services Network, Xi'an, China
- Xiang Chen 0011 — University of Windsor, Department of Electrical and Computer Engineering, Windsor, Canada (and 1 more)
- Xiang Chen 0012 — Motorola Labs, USA (and 1 more)
- Xiang Chen 0013 — State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System, Luoyang, China
- Xiang Chen 0014 — Jiangnan University, School of Design, Wuxi, China
- Xiang Chen 0015 — Nanjing University of Science and Technology, School of Computer Science and Engineering, Nanjing, China (and 1 more)
- Xiang Chen 0016 — Zhejiang University, Hangzhou, China (and 1 more)
- Xiang Chen 0017 — Zhejiang University, College of Computer Science and Technology, Hangzhou, China
- Xiang 'Anthony' Chen (aka: Xiang Anthony Chen, Xiang Chen 0018) — University of California Los Angeles, CA, USA
- Xiang Chen 0019 — King Abdullah University of Science and Technology (KAUST), Saudi Arabia
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2020 – today
- 2025
[j18]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)- [j17]Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra:
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement. Trans. Mach. Learn. Res. 2025 (2025) - [j16]Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang:
Personalization of Large Language Models: A Survey. Trans. Mach. Learn. Res. 2025 (2025) - [c89]Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu:
Numerical Pruning for Efficient Autoregressive Models. AAAI 2025: 20418-20426 - [c88]John Murzaku, Zifan Liu, Md. Mehrab Tanjim, Vaishnavi Muppala, Xiang Chen, Yunyao Li:
ECLAIR: Enhanced Clarification for Interactive Responses. AAAI 2025: 28864-28870 - [c87]John Murzaku, Zifan Liu, Vaishnavi Muppala, Md. Mehrab Tanjim, Xiang Chen, Yunyao Li:
ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant. AAAI 2025: 29673-29675 - [c86]Junda Wu, Yu Xia, Tong Yu, Xiang Chen, Sai Sree Harsha, Akash V. Maharaj, Ruiyi Zhang, Victor S. Bursztyn, Sungchul Kim, Ryan A. Rossi, Julian J. McAuley, Yunyao Li, Ritwik Sinha:
Doc-React: Multi-page Heterogeneous Document Question-answering. ACL (2) 2025: 67-78 - [c85]Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley:
From Selection to Generation: A Survey of LLM-based Active Learning. ACL (1) 2025: 14552-14569 - [c84]Yu Xia, Rui Wang, Xu Liu, Mingyan Li, Tong Yu, Xiang Chen, Julian J. McAuley, Shuai Li:
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs. COLING 2025: 10795-10809 - [c83]Junda Wu, Xintong Li, Ruoyu Wang, Yu Xia, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao, Jingbo Shang, Julian J. McAuley:
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models. ICLR 2025 - [c82]Kiarash Banihashem, Xiang Chen, MohammadTaghi Hajiaghayi, Sungchul Kim, Kanak Mahadik, Ryan A. Rossi, Tong Yu:
Fully Dynamic Embedding into ℓp Spaces. ICML 2025 - [c81]Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Alexa F. Siu, Sungchul Kim, Tong Yu, Ruiyi Zhang, Xiang Chen, Nedim Lipka, Zhehao Zhang, Seon Gyeom Kim, Tak Yeon Lee:
Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions. WWW (Companion Volume) 2025: 1167-1171 - [i79]Md. Mehrab Tanjim, Xiang Chen, Victor S. Bursztyn, Uttaran Bhattacharya, Tung Mai, Vaishnavi Muppala, Akash Maharaj, Saayan Mitra, Eunyee Koh, Yunyao Li, Ken Russell:
Detecting Ambiguities to Guide Query Rewrite for Robust Conversations in Enterprise AI Assistants. CoRR abs/2502.00537 (2025) - [i78]Kiarash Banihashem, Xiang Chen, MohammadTaghi Hajiaghayi, Sungchul Kim, Kanak Mahadik, Ryan A. Rossi, Tong Yu:
Pandora with Inaccurate Priors. CoRR abs/2502.03574 (2025) - [i77]Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley:
From Selection to Generation: A Survey of LLM-based Active Learning. CoRR abs/2502.11767 (2025) - [i76]Manisha Mukherjee, Sungchul Kim, Xiang Chen, Dan Luo, Tong Yu, Tung Mai:
From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants. CoRR abs/2502.15237 (2025) - [i75]Md. Mehrab Tanjim, Ryan A. Rossi, Mike Rimer, Xiang Chen, Sungchul Kim, Vaishnavi Muppala, Tong Yu, Zhengmian Hu, Ritwik Sinha, Wei Zhang, Iftikhar Ahamath Burhanuddin, Franck Dernoncourt:
Exploring Rewriting Approaches for Different Conversational Tasks. CoRR abs/2502.18860 (2025) - [i74]John Murzaku, Zifan Liu, Md. Mehrab Tanjim, Vaishnavi Muppala, Xiang Chen, Yunyao Li:
ECLAIR: Enhanced Clarification for Interactive Responses. CoRR abs/2503.15739 (2025) - [i73]John Murzaku, Zifan Liu, Vaishnavi Muppala, Md. Mehrab Tanjim, Xiang Chen, Yunyao Li:
ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant. CoRR abs/2503.20791 (2025) - [i72]Paiheng Xu, Gang Wu, Xiang Chen, Tong Yu, Chang Xiao, Franck Dernoncourt, Tianyi Zhou, Wei Ai, Viswanathan (Vishy) Swaminathan:
Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs. CoRR abs/2504.20406 (2025) - [i71]Md. Mehrab Tanjim, Yeonjun In, Xiang Chen, Victor S. Bursztyn, Ryan A. Rossi, Sungchul Kim, Guang-Jie Ren, Vaishnavi Muppala, Shun Jiang, Yongsung Kim, Chanyoung Park:
Disambiguation in Conversational Question Answering in the Era of LLM: A Survey. CoRR abs/2505.12543 (2025) - [i70]Junda Wu, Yuxin Xiong, Xintong Li, Zhengmian Hu, Tong Yu, Rui Wang, Xiang Chen, Jingbo Shang, Julian J. McAuley:
CTRLS: Chain-of-Thought Reasoning via Latent State-Transition. CoRR abs/2507.08182 (2025) - [i69]Mehrnoosh Mirtaheri, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami:
Towards Improving Long-Tail Entity Predictions in Temporal Knowledge Graphs through Global Similarity and Weighted Sampling. CoRR abs/2507.18977 (2025) - [i68]Sheldon Yu, Yuxin Xiong, Junda Wu, Xintong Li, Tong Yu, Xiang Chen, Ritwik Sinha, Jingbo Shang, Julian J. McAuley:
Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics. CoRR abs/2509.00190 (2025) - [i67]Xiangchi Yuan, Xiang Chen, Tong Yu, Dachuan Shi, Can Jin, Wenke Lee, Saayan Mitra:
Mitigating Forgetting Between Supervised and Reinforcement Learning Yields Stronger Reasoners. CoRR abs/2510.04454 (2025) - [i66]Rongzhi Zhang, Liqin Ye, Yuzhao Heng, Xiang Chen, Tong Yu, Lingkai Kong, Sudheer Chava, Chao Zhang:
Precise Attribute Intensity Control in Large Language Models via Targeted Representation Editing. CoRR abs/2510.12121 (2025) - 2024
- [j15]Weishan Zhang, Yue Wang, Xiang Chen, Lingjia Liu, Zhi Tian:
Collaborative Learning-Based Spectrum Sensing Under Partial Observations. IEEE Trans. Cogn. Commun. Netw. 10(5): 1843-1855 (2024) - [j14]Ping Xu, Yue Wang, Xiang Chen, Zhi Tian:
QC-ODKLA: Quantized and Communication- Censored Online Decentralized Kernel Learning via Linearized ADMM. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17987-17999 (2024) - [j13]Weishan Zhang, Yue Wang, Xiang Chen, Zhipeng Cai, Zhi Tian:
Spectrum Transformer: An Attention-Based Wideband Spectrum Detector. IEEE Trans. Wirel. Commun. 23(9): 12343-12353 (2024) - [c80]Pooja Guhan, Uttaran Bhattacharya, Somdeb Sarkhel, Vahid Azizi, Xiang Chen, Saayan Mitra, Aniket Bera, Dinesh Manocha:
TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing. ACL (Findings) 2024: 10710-10727 - [c79]Junda Wu, Tong Yu, Xiang Chen, Haoliang Wang, Ryan A. Rossi, Sungchul Kim, Anup B. Rao, Julian J. McAuley:
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention. ACL (1) 2024: 14073-14087 - [c78]Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen:
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. ASPDAC 2024: 19-25 - [c77]Supreeth Narasimhaswamy, Uttaran Bhattacharya, Xiang Chen, Ishita Dasgupta, Saayan Mitra, Minh Hoai:
HanDiffuser: Text-to-Image Generation with Realistic Hand Appearances. CVPR 2024: 2468-2479 - [c76]Ping Xu, Yue Wang, Xiang Chen, Zhi Tian:
Communication-Efficient Decentralized Dynamic Kernel Learning. ICASSP 2024: 7135-7139 - [c75]Yongbo Yu, Fuxun Yu, Zhi Tian, Xiang Chen:
GACER: Granularity-Aware ConcurrEncy Regulation for Multi-Tenant Deep Learning. ICCAD 2024: 107:1-107:9 - [c74]Yuchen Zhuang, Xiang Chen, Tong Yu, Saayan Mitra, Victor S. Bursztyn, Ryan A. Rossi, Somdeb Sarkhel, Chao Zhang:
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search. ICLR 2024 - [c73]Chenhui Xu, Fuxun Yu, Zirui Xu, Nathan Inkawhich, Xiang Chen:
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble. ICML 2024 - [c72]Longlong Zhu, Jiashuo Yu, Long Huang, Hang Lin, Kaiwei Huang, Zhengyan Zhou, Dong Zhang, Xiang Chen, Chunming Wu:
TupleRadar: Accelerating Tuple Space Search in Packet Classification by Learned Index. IWQoS 2024: 1-10 - [c71]Chenhui Xu, Fuxun Yu, Maoliang Li, Zihao Zheng, Zirui Xu, Jinjun Xiong, Xiang Chen:
Infinite-Dimensional Feature Interaction. NeurIPS 2024 - [c70]Mehrnoosh Mirtaheri, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami:
Tackling Long-Tail Entities for Temporal Knowledge Graph Completion. WWW (Companion Volume) 2024: 497-500 - [i65]Younghun Lee, Sungchul Kim, Tong Yu, Ryan A. Rossi, Xiang Chen:
Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models. CoRR abs/2402.14195 (2024) - [i64]Supreeth Narasimhaswamy, Uttaran Bhattacharya, Xiang Chen, Ishita Dasgupta, Saayan Mitra, Minh Hoai:
HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances. CoRR abs/2403.01693 (2024) - [i63]Chenhui Xu, Fuxun Yu, Zirui Xu, Nathan Inkawhich, Xiang Chen:
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble. CoRR abs/2403.16260 (2024) - [i62]Yu Xia, Rui Wang, Xu Liu, Mingyan Li, Tong Yu, Xiang Chen, Julian J. McAuley, Shuai Li:
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs. CoRR abs/2404.15676 (2024) - [i61]Chenhui Xu, Xinyao Wang, Fuxun Yu, Jinjun Xiong, Xiang Chen:
QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation. CoRR abs/2405.03192 (2024) - [i60]Chenhui Xu, Fuxun Yu, Maoliang Li, Zihao Zheng, Zirui Xu, Jinjun Xiong, Xiang Chen:
Infinite-Dimensional Feature Interaction. CoRR abs/2405.13972 (2024) - [i59]Younghun Lee, Sungchul Kim, Ryan A. Rossi, Tong Yu, Xiang Chen:
Learning to Reduce: Towards Improving Performance of Large Language Models on Structured Data. CoRR abs/2407.02750 (2024) - [i58]Ishita Kumar, Snigdha Viswanathan, Sushrita Yerra, Alireza Salemi, Ryan A. Rossi, Franck Dernoncourt, Hanieh Deilamsalehy, Xiang Chen, Ruiyi Zhang, Shubham Agarwal, Nedim Lipka, Hamed Zamani:
LongLaMP: A Benchmark for Personalized Long-form Text Generation. CoRR abs/2407.11016 (2024) - [i57]Junda Wu, Xintong Li, Tong Yu, Yu Wang, Xiang Chen, Jiuxiang Gu, Lina Yao, Jingbo Shang, Julian J. McAuley:
CoMMIT: Coordinated Instruction Tuning for Multimodal Large Language Models. CoRR abs/2407.20454 (2024) - [i56]Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka:
A Framework for Fine-Tuning LLMs using Heterogeneous Feedback. CoRR abs/2408.02861 (2024) - [i55]Duo Zhong, Bojing Li, Xiang Chen, Chenchen Liu:
EdgeShield: A Universal and Efficient Edge Computing Framework for Robust AI. CoRR abs/2408.04181 (2024) - [i54]Hanjia Lyu, Ryan A. Rossi, Xiang Chen, Md. Mehrab Tanjim, Stefano Petrangeli, Somdeb Sarkhel, Jiebo Luo:
X-Reflect: Cross-Reflection Prompting for Multimodal Recommendation. CoRR abs/2408.15172 (2024) - [i53]Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka:
A Multi-LLM Debiasing Framework. CoRR abs/2409.13884 (2024) - [i52]Zhehao Zhang, Ryan A. Rossi, Tong Yu, Franck Dernoncourt, Ruiyi Zhang, Jiuxiang Gu, Sungchul Kim, Xiang Chen, Zichao Wang, Nedim Lipka:
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use. CoRR abs/2410.16400 (2024) - [i51]Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Franck Dernoncourt, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Mike Rimer, Zhehao Zhang, Huanrui Yang, Ryan A. Rossi, Thien Huu Nguyen:
A Survey of Small Language Models. CoRR abs/2410.20011 (2024) - [i50]Reuben Luera, Ryan A. Rossi, Alexa F. Siu, Franck Dernoncourt, Tong Yu, Sungchul Kim, Ruiyi Zhang, Xiang Chen, Hanieh Salehy, Jian Zhao, Samyadeep Basu, Puneet Mathur, Nedim Lipka:
Survey of User Interface Design and Interaction Techniques in Generative AI Applications. CoRR abs/2410.22370 (2024) - [i49]Junda Wu, Xintong Li, Ruoyu Wang, Yu Xia, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao, Jingbo Shang, Julian J. McAuley:
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models. CoRR abs/2410.23703 (2024) - [i48]Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang:
Personalization of Large Language Models: A Survey. CoRR abs/2411.00027 (2024) - [i47]Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra:
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement. CoRR abs/2411.05199 (2024) - [i46]Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Alexa F. Siu, Sungchul Kim, Tong Yu, Ruiyi Zhang, Xiang Chen, Nedim Lipka, Zhehao Zhang, Seon Gyeom Kim, Tak Yeon Lee:
Optimizing Data Delivery: Insights from User Preferences on Visuals, Tables, and Text. CoRR abs/2411.07451 (2024) - [i45]Junda Wu, Hanjia Lyu, Yu Xia, Zhehao Zhang, Joe Barrow, Ishita Kumar, Mehrnoosh Mirtaheri, Hongjie Chen, Ryan A. Rossi, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Namyong Park, Sungchul Kim, Huanrui Yang, Subrata Mitra, Zhengmian Hu, Nedim Lipka, Dang Nguyen, Yue Zhao, Jiebo Luo, Julian J. McAuley:
Personalized Multimodal Large Language Models: A Survey. CoRR abs/2412.02142 (2024) - [i44]Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu:
Numerical Pruning for Efficient Autoregressive Models. CoRR abs/2412.12441 (2024) - 2023
- [j12]Zhenting Luan, Zhenyu Ming, Yuchi Wu, Wei Han, Xiang Chen, Bo Bai, Liping Zhang:
Hankel tensor-based model and $$L_1$$-Tucker decomposition-based frequency recovery method for harmonic retrieval problem. Comput. Appl. Math. 42(1) (2023) - [j11]Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen:
LanCeX: A Versatile and Lightweight Defense Method against Condensed Adversarial Attacks in Image and Audio Recognition. ACM Trans. Embed. Comput. Syst. 22(1): 14:1-14:24 (2023) - [c69]Gaurav Gupta, Anup B. Rao, Tung Mai, Ryan A. Rossi, Xiang Chen, Saayan Mitra, Anshumali Shrivastava:
Near Neighbor Search for Constraint Queries. IEEE Big Data 2023: 1707-1715 - [c68]Renzhi Wu, Saayan Mitra, Xiang Chen, Anup B. Rao:
Decentralized Personalized Online Federated Learning. IEEE Big Data 2023: 1873-1882 - [c67]Brodrick Stigall, Ryan A. Rossi, Jane Hoffswell, Xiang Chen, Shunan Guo, Fan Du, Eunyee Koh, Kelly Caine:
On Chatbots for Visual Exploratory Data Analysis. IEEE Big Data 2023: 5924-5929 - [c66]Yongbo Yu, Fuxun Yu, Xiang Sheng, Chenchen Liu, Xiang Chen:
EagleRec: Edge-Scale Recommendation System Acceleration with Inter-Stage Parallelism Optimization on GPUs. DAC 2023: 1-6 - [c65]Tingxin Sun, Jiayi Cai, Kaiwei Guo, Dong Zhang, Xiang Chen, Chunming Wu:
Aigis: Full-Coverage And Low-Overhead Mitigating Against Amplified Reflection DDoS Attacks. GLOBECOM 2023: 1711-1716 - [c64]Longlong Zhu, Jiashuo Yu, Long Huang, Linying Zheng, Jinfeng Pan, Zhengyan Zhou, Hanze Chen, Dong Zhang, Xiang Chen, Chunming Wu:
MiCuts: Combing Bit-Based Cutting and Splitting for Efficient Packet Classification. ICC 2023: 2345-2350 - [c63]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 - [c62]Yuchen Zhuang, Yue Yu, Lingkai Kong, Xiang Chen, Chao Zhang:
DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling. KDD 2023: 3674-3686 - [c61]Weishan Zhang, Yue Wang, Xiang Chen, Zhi Tian:
Spectrum Transformer: Wideband Spectrum Sensing using Multi-Head Self-Attention. SPAWC 2023: 101-105 - [i43]Yongbo Yu, Fuxun Yu, Mingjia Zhang, Di Wang, Tolga Soyata, Chenchen Liu, Xiang Chen:
GACER: Granularity-Aware ConcurrEncy Regulation for Multi-Tenant Deep Learning. CoRR abs/2304.11745 (2023) - [i42]Min Zhang, Fuxun Yu, Yongbo Yu, Minjia Zhang, Ang Li, Xiang Chen:
FedHC: A Scalable Federated Learning Framework for Heterogeneous and Resource-Constrained Clients. CoRR abs/2305.15668 (2023) - [i41]Yuchen Zhuang, Yue Yu, Lingkai Kong, Xiang Chen, Chao Zhang:
DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling. CoRR abs/2305.19395 (2023) - [i40]Xiang Chen, Zhao Song, Baocheng Sun, Junze Yin, Danyang Zhuo:
Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis. CoRR abs/2306.03356 (2023) - [i39]Yuchen Zhuang, Xiang Chen, Tong Yu, Saayan Mitra, Victor S. Bursztyn, Ryan A. Rossi, Somdeb Sarkhel, Chao Zhang:
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search. CoRR abs/2310.13227 (2023) - [i38]Renzhi Wu, Saayan Mitra, Xiang Chen, Anup Rao:
Decentralized Personalized Online Federated Learning. CoRR abs/2311.04817 (2023) - [i37]Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen:
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. CoRR abs/2311.17956 (2023) - [i36]Baojia Luo, Yili Deng, Miaomiao Dong, Zhongyi Huang, Xiang Chen, Wei Han, Bo Bai:
Localization and Discrete Beamforming with a Large Reconfigurable Intelligent Surface. CoRR abs/2312.12358 (2023) - 2022
- [j10]Zhuwei Qin, Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen:
CaptorX: A Class-Adaptive Convolutional Neural Network Reconfiguration Framework. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(3): 530-543 (2022) - [j9]Fuxun Yu, Zirui Xu, Chenchen Liu, Dimitrios Stamoulis, Di Wang, Yanzhi Wang, Xiang Chen:
AntiDoteX: Attention-Based Dynamic Optimization for Neural Network Runtime Efficiency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4694-4707 (2022) - [j8]Lu Yang, Ping Li, Miaomiao Dong, Bo Bai, Dmitry Zaporozhets, Xiang Chen, Wei Han, Baochun Li:
C2: A Capacity-Centric Architecture Toward Future Wireless Networking. IEEE Trans. Wirel. Commun. 21(10): 8134-8147 (2022) - [c60]Vahid Azizi, Saayan Mitra, Xiang Chen:
Collaborative Filtering Guided Deep Reinforcement Learning for Sequential Recommendations. IEEE Big Data 2022: 2175-2181 - [c59]Yuchen Zhuang, Yinghao Li, Junyang Zhang, Yue Yu, Yingjun Mou, Xiang Chen, Le Song, Chao Zhang:
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select. EMNLP 2022: 730-744 - [c58]Ping Xu, Yue Wang, Xiang Chen, Zhi Tian:
Deep Kernel Learning Networks with Multiple Learning Paths. ICASSP 2022: 4438-4442 - [c57]Weishan Zhang, Yue Wang, Fuxun Yu, Zhuwei Qin, Xiang Chen, Zhi Tian:
Wideband Spectrum Sensing based on Collaborative Multi-Task Learning. ICC Workshops 2022: 1-6 - [c56]Baojia Luo, Miaomiao Dong, Hao Wu, Yue Li, Lu Yang, Xiang Chen, Bo Bai:
Reconfigurable Intelligent Surface Assisted Millimeter Wave Indoor Localization Systems. ICC 2022: 4535-4540 - [c55]Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen:
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration. MLSys 2022 - [c54]Fuxun Yu, Di Wang, Yinpeng Chen, Nikolaos Karianakis, Tong Shen, Pei Yu, Dimitrios Lymberopoulos, Sidi Lu, Weisong Shi, Xiang Chen:
SC-UDA: Style and Content Gaps aware Unsupervised Domain Adaptation for Object Detection. WACV 2022: 1061-1070 - [c53]Zirui Xu, Fuxun Yu, Chenxi Liu, Zhe Wu, Hongcheng Wang, Xiang Chen:
FalCon: Fine-grained Feature Map Sparsity Computing with Decomposed Convolutions for Inference Optimization. WACV 2022: 3634-3644 - [c52]Yongbo Yu, Fuxun Yu, Zirui Xu, Di Wang, Minjia Zhang, Ang Li, Shawn Bray, Chenchen Liu, Xiang Chen:
Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing. WWW (Companion Volume) 2022: 567-571 - [i35]Fuxun Yu, Di Wang, Longfei Shangguan, Minjia Zhang, Chenchen Liu, Xiang Chen:
A Survey of Multi-Tenant Deep Learning Inference on GPU. CoRR abs/2203.09040 (2022) - [i34]Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen:
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration. CoRR abs/2204.01701 (2022) - [i33]Ping Xu, Yue Wang, Xiang Chen, Zhi Tian:
QC-ODKLA: Quantized and Communication-Censored Online Decentralized Kernel Learning via Linearized ADMM. CoRR abs/2208.02777 (2022) - [i32]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. CoRR abs/2209.15245 (2022) - [i31]Yuchen Zhuang, Yinghao Li, Jerry Junyang Cheung, Yue Yu, Yingjun Mou, Xiang Chen, Le Song, Chao Zhang:
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select. CoRR abs/2210.14427 (2022) - 2021
- [j7]Ping Xu, Yue Wang, Xiang Chen, Zhi Tian:
COKE: Communication-Censored Decentralized Kernel Learning. J. Mach. Learn. Res. 22: 196:1-196:35 (2021) - [j6]Ting Ma, Haibo Zhou, Bo Qian, Nan Cheng, Xuemin Shen, Xiang Chen, Bo Bai:
UAV-LEO Integrated Backbone: A Ubiquitous Data Collection Approach for B5G Internet of Remote Things Networks. IEEE J. Sel. Areas Commun. 39(11): 3491-3505 (2021) - [j5]Zirui Xu, Fuxun Yu, Zhuwei Qin, Chenchen Liu, Xiang Chen:
DiReCtX: Dynamic Resource-Aware CNN Reconfiguration Framework for Real-Time Mobile Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(2): 246-259 (2021) - [j4]Fuxun Yu, Zhuwei Qin, Chenchen Liu, Di Wang, Xiang Chen:
REIN the RobuTS: Robust DNN-Based Image Recognition in Autonomous Driving Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(6): 1258-1271 (2021) - [c51]Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen:
Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration. DAC 2021: 997-1002 - [c50]Jian-Guo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip S. Yu:
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning. EMNLP (1) 2021: 1906-1912 - [c49]Fuxun Yu, Shawn Bray, Di Wang, Longfei Shangguan, Xulong Tang, Chenchen Liu, Xiang Chen:
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU. ICCAD 2021: 1-9 - [c48]Swapneel Mehta, Somdeb Sarkhel, Xiang Chen, Saayan Mitra, Viswanathan Swaminathan, Ryan A. Rossi, Ali Aminian, Han Guo, Kshitiz Garg:
Open-Domain Trending Hashtag Recommendation for Videos. ISM 2021: 174-181 - [c47]Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen:
Fed2: Feature-Aligned Federated Learning. KDD 2021: 2066-2074 - [i30]Jian-Guo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip S. Yu:
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning. CoRR abs/2109.06349 (2021) - [i29]Lu Yang, Ping Li, Miaomiao Dong, Bo Bai, Dmitry Zaporozhets, Xiang Chen, Wei Han, Baochun Li:
What Should Future Wireless Network Architectures Be? CoRR abs/2110.03157 (2021) - [i28]Péter L. Erdös, Tamás Róbert Mezei, Yiding Yu, Xiang Chen, Wei Han, Bo Bai:
Algorithms for Interference Minimization in Future Wireless Network Decomposition. CoRR abs/2111.00885 (2021) - [i27]Fuxun Yu, Di Wang, Longfei Shangguan, Minjia Zhang, Xulong Tang, Chenchen Liu, Xiang Chen:
A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities. CoRR abs/2111.14247 (2021) - [i26]Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen:
Fed2: Feature-Aligned Federated Learning. CoRR abs/2111.14248 (2021) - [i25]Fuxun Yu, Shawn Bray, Di Wang, Longfei Shangguan, Xulong Tang, Chenchen Liu, Xiang Chen:
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU. CoRR abs/2111.14255 (2021) - 2020
- [c46]Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang:
Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. ASP-DAC 2020: 301-306 - [c45]Zirui Xu, Fuxun Yu, Xiang Chen:
LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications. ASP-DAC 2020: 470-475 - [c44]Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen:
AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency. DATE 2020: 951-956 - [c43]Fuxun Yu, Zhuwei Qin, Di Wang, Ping Xu, Chenchen Liu, Zhi Tian, Xiang Chen:
DC-CNN: Computational Flow Redefinition for Efficient CNN through Structural Decoupling. DATE 2020: 1097-1102 - [c42]Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. ECCV (13) 2020: 629-645 - [c41]Fuxun Yu, Dimitrios Stamoulis, Di Wang, Dimitrios Lymberopoulos, Xiang Chen:
Exploring the Design Space of Efficient Deep Neural Networks. SEC 2020: 317-318 - [c40]Xiang Chen, Zhuwei Qin:
Exploring Decentralized Collaboration in Heterogeneous Edge Training. SEC 2020: 450-453 - [c39]Chenchen Liu, Fuxun Yu, Zhuwei Qin, Xiang Chen:
Enabling efficient ReRAM-based neural network computing via crossbar structure adaptive optimization. ISLPED 2020: 133-138 - [c38]Meimei Zhang, Yingying Xie, Xiang Chen, Bo Bai, Gong Zhang, Kai Lei:
SDWCM: A Software-Defined Wi-Fi Architecture For Collaborative Management. ISPA/BDCloud/SocialCom/SustainCom 2020: 208-217 - [c37]Xiang Chen, Saayan Mitra, Viswanathan Swaminathan:
Metadata Matters in User Engagement Prediction. SIGIR 2020: 1529-1532 - [i24]Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Fu-Ming Guo, Sheng Lin, Hongjia Li, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. CoRR abs/2001.07710 (2020) - [i23]Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen:
AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency. CoRR abs/2008.06543 (2020) - [i22]Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen:
Heterogeneous Federated Learning. CoRR abs/2008.06767 (2020) - [i21]Fuxun Yu, Zirui Xu, Tong Shen, Dimitrios Stamoulis, Longfei Shangguan, Di Wang, Rishi Madhok, Chunshui Zhao, Xin Li, Nikolaos Karianakis, Dimitrios Lymberopoulos, Ang Li, Chenchen Liu, Yiran Chen, Xiang Chen:
Towards Latency-aware DNN Optimization with GPU Runtime Analysis and Tail Effect Elimination. CoRR abs/2011.03897 (2020) - [i20]Zirui Xu, Jinjun Xiong, Fuxun Yu, Xiang Chen:
Efficient Neural Network Implementation with Quadratic Neuron. CoRR abs/2011.10813 (2020) - [i19]Fuxun Yu, Dimitrios Stamoulis, Di Wang, Dimitrios Lymberopoulos, Xiang Chen:
Third ArchEdge Workshop: Exploring the Design Space of Efficient Deep Neural Networks. CoRR abs/2011.10912 (2020)
2010 – 2019
- 2019
- [c36]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
CAPTOR: a class adaptive filter pruning framework for convolutional neural networks in mobile applications. ASP-DAC 2019: 444-449 - [c35]Fuxun Yu, Chenchen Liu, Xiang Chen:
REIN: a robust training method for enhancing generalization ability of neural networks in autonomous driving systems. ASP-DAC 2019: 456-461 - [c34]Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen:
HAMPER: high-performance adaptive mobile security enhancement against malicious speech and image recognition. ASP-DAC 2019: 512-517 - [c33]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
Functionality-Oriented Convolutional Filter Pruning. BMVC 2019: 92 - [c32]Xiaojie Guo, Amir Alipour-Fanid, Lingfei Wu, Hemant Purohit, Xiang Chen, Kai Zeng, Liang Zhao:
Multi-stage Deep Classifier Cascades for Open World Recognition. CIKM 2019: 179-188 - [c31]Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen:
MASKER: Adaptive Mobile Security Enhancement against Automatic Speech Recognition in Eavesdropping. DAC 2019: 163 - [c30]Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen:
ReForm: Static and Dynamic Resource-Aware DNN Reconfiguration Framework for Mobile Device. DAC 2019: 183 - [c29]Zhuwei Qin, Fuxun Yu, Xiang Chen:
Task-adaptive incremental learning for intelligent edge devices. SEC 2019: 340-341 - [c28]Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen:
Interpreting and Evaluating Neural Network Robustness. IJCAI 2019: 4199-4205 - [c27]Junxiang Wang, Fuxun Yu, Xiang Chen, Liang Zhao:
ADMM for Efficient Deep Learning with Global Convergence. KDD 2019: 111-119 - [i18]Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen:
Interpreting and Evaluating Neural Network Robustness. CoRR abs/1905.04270 (2019) - [i17]Zirui Xu, Fuxun Yu, Xiang Chen:
DoPa: A Fast and Comprehensive CNN Defense Methodology against Physical Adversarial Attacks. CoRR abs/1905.08790 (2019) - [i16]Junxiang Wang, Fuxun Yu, Xiang Chen, Liang Zhao:
ADMM for Efficient Deep Learning with Global Convergence. CoRR abs/1905.13611 (2019) - [i15]Xiaojie Guo, Amir Alipour-Fanid, Lingfei Wu, Hemant Purohit, Xiang Chen, Kai Zeng, Liang Zhao:
Multi-stage Deep Classifier Cascades for Open World Recognition. CoRR abs/1908.09931 (2019) - [i14]Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang:
Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. CoRR abs/1908.10017 (2019) - [i13]Zhuwei Qin, Fuxun Yu, Xiang Chen:
Task-Adaptive Incremental Learning for Intelligent Edge Devices. CoRR abs/1910.03122 (2019) - [i12]Zirui Xu, Fuxun Yu, Xiang Chen:
LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications. CoRR abs/1910.08536 (2019) - [i11]Fuxun Yu, Di Wang, Yinpeng Chen, Nikolaos Karianakis, Pei Yu, Dimitrios Lymberopoulos, Xiang Chen:
Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning. CoRR abs/1911.07158 (2019) - [i10]Zirui Xu, Zhao Yang, Jinjun Xiong, Jianlei Yang, Xiang Chen:
ELFISH: Resource-Aware Federated Learning on Heterogeneous Edge Devices. CoRR abs/1912.01684 (2019) - 2018
- [j3]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
How convolutional neural networks see the world - A survey of convolutional neural network visualization methods. Math. Found. Comput. 1(2): 149-180 (2018) - [c26]Zhe Zhang, Xiang Chen, Zhi Tian:
A Hybrid Neural Network Framework and Application to Radar Automatic Target Recognition. GlobalSIP 2018: 246-250 - [c25]Zirui Xu, Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
DiReCt: Resource-Aware Dynamic Model Reconfiguration for Convolutional Neural Network in Mobile Systems. ISLPED 2018: 37:1-37:6 - [c24]Chenchen Liu, Qide Dong, Fuxun Yu, Xiang Chen:
ReRise: An Adversarial Example Restoration System for Neuromorphic Computing Security. ISVLSI 2018: 470-475 - [i9]Fuxun Yu, Qide Dong, Xiang Chen:
ASP: A Fast Adversarial Attack Example Generation Framework based on Adversarial Saliency Prediction. CoRR abs/1802.05763 (2018) - [i8]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
How convolutional neural network see the world - A survey of convolutional neural network visualization methods. CoRR abs/1804.11191 (2018) - [i7]Fuxun Yu, Zirui Xu, Yanzhi Wang, Chenchen Liu, Xiang Chen:
Towards Robust Training of Neural Networks by Regularizing Adversarial Gradients. CoRR abs/1805.09370 (2018) - [i6]Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen:
HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition. CoRR abs/1809.01697 (2018) - [i5]Fuxun Yu, Chenchen Liu, Yanzhi Wang, Liang Zhao, Xiang Chen:
Interpreting Adversarial Robustness: A View from Decision Surface in Input Space. CoRR abs/1810.00144 (2018) - [i4]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Liang Zhao, Xiang Chen:
Interpretable Convolutional Filter Pruning. CoRR abs/1810.07322 (2018) - [i3]Shaokai Ye, Tianyun Zhang, Kaiqi Zhang, Jiayu Li, Kaidi Xu, Yunfei Yang, Fuxun Yu, Jian Tang, Makan Fardad, Sijia Liu, Xiang Chen, Xue Lin, Yanzhi Wang:
Progressive Weight Pruning of Deep Neural Networks using ADMM. CoRR abs/1810.07378 (2018) - [i2]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
Demystifying Neural Network Filter Pruning. CoRR abs/1811.02639 (2018) - [i1]Fuxun Yu, Zhuwei Qin, Xiang Chen:
Distilling Critical Paths in Convolutional Neural Networks. CoRR abs/1811.02643 (2018) - 2017
- [c23]Jiachen Mao, Xiang Chen, Kent W. Nixon, Christopher D. Krieger, Yiran Chen:
MoDNN: Local distributed mobile computing system for Deep Neural Network. DATE 2017: 1396-1401 - [c22]Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen:
AdaLearner: An adaptive distributed mobile learning system for neural networks. ICCAD 2017: 291-296 - [c21]Jiachen Mao, Zhongda Yang, Wei Wen, Chunpeng Wu, Linghao Song, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen:
MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs. ICCAD 2017: 751-756 - [c20]Zhuwei Qin, Zirui Xu, Qide Dong, Yiran Chen, Xiang Chen:
VoCaM: Visualization oriented convolutional neural network acceleration on mobile system: Invited paper. ICCAD 2017: 835-840 - [c19]Lucie Broyde, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen:
MobiCore: An adaptive hybrid approach for power-efficient CPU management on Android devices. SoCC 2017: 221-226 - 2016
- [c18]Kent W. Nixon, Xiang Chen, Zhi-Hong Mao, Yiran Chen:
SlowMo - enhancing mobile gesture-based authentication schemes via sampling rate optimization. ASP-DAC 2016: 462-467 - [c17]Kent W. Nixon, Xiang Chen, Yiran Chen:
Footfall - GPS polling scheduler for power saving on wearable devices. ASP-DAC 2016: 563-568 - [c16]Xiang Chen, Jiachen Mao, Jiafei Gao, Kent W. Nixon, Yiran Chen:
MORPh: mobile OLED-friendly recording and playback system for low power video streaming. DAC 2016: 153:1-153:6 - [c15]Kent W. Nixon, Xiang Chen, Yiran Chen:
Scope - quality retaining display rendering workload scaling based on user-smartphone distance. ICCAD 2016: 1 - [c14]Xiang Chen, Jiachen Mao, Kent W. Nixon, Yiran Chen:
MORPh: mobile OLED power friendly camera system. RSP 2016: 1-5 - [c13]Xiang Chen, Kent W. Nixon, Yiran Chen:
Practical power consumption analysis with current smartphones. SoCC 2016: 333-337 - 2015
- [c12]Xiang Chen, Yiran Chen, Chun Jason Xue:
DaTuM: dynamic tone mapping technique for OLED display power saving based on video classification. DAC 2015: 65:1-65:6 - 2014
- [c11]Xiang Chen, Yiran Chen, Mian Dong, Jianzhong (Charlie) Zhang:
Demystifying Energy Usage in Smartphones. DAC 2014: 70:1-70:5 - [c10]Xiang Chen, Kent W. Nixon, Hucheng Zhou, Yunxin Liu, Yiran Chen:
FingerShadow: An OLED Power Optimization Based on Smartphone Touch Interactions. HotPower 2014 - [c9]Kent W. Nixon, Xiang Chen, Hucheng Zhou, Yunxin Liu, Yiran Chen:
Mobile GPU Power Consumption Reduction via Dynamic Resolution and Frame Rate Scaling. HotPower 2014 - 2013
- [j2]Mengying Zhao, Yiran Chen, Xiang Chen, Chun Jason Xue:
Online OLED dynamic voltage scaling for video streaming applications on mobile devices. SIGBED Rev. 10(2): 18 (2013) - [c8]Kent W. Nixon, Xiang Chen, Zhi-Hong Mao, Yiran Chen, Kang Li:
Mobile user classification and authorization based on gesture usage recognition. ASP-DAC 2013: 384-389 - [c7]Mengying Zhao, Hao Zhang, Xiang Chen, Yiran Chen, Chun Jason Xue:
Online OLED dynamic voltage scaling for video streaming applications on mobile devices. CODES+ISSS 2013: 9:1-9:10 - [c6]Xiang Chen, Yiran Chen, Zhan Ma, Felix C. A. Fernandes:
How is energy consumed in smartphone display applications? HotMobile 2013: 3 - 2012
- [j1]Zhenyu Sun, Xiang Chen, Yaojun Zhang, Hai Li, Yiran Chen:
Nonvolatile Memories as the Data Storage System for Implantable ECG Recorder. ACM J. Emerg. Technol. Comput. Syst. 8(2): 13:1-13:16 (2012) - [c5]Xiang Chen, Jian Zheng, Yiran Chen, Wei Zhang, Hai Li:
Fine-grained dynamic voltage scaling on OLED display. ASP-DAC 2012: 807-812 - [c4]Xiang Chen, Jian Zheng, Yiran Chen, Mengying Zhao, Chun Jason Xue:
Quality-retaining OLED dynamic voltage scaling for video streaming applications on mobile devices. DAC 2012: 1000-1005 - [c3]Xiang Chen, Beiye Liu, Yiran Chen, Mengying Zhao, Chun Jason Xue, Xiaojun Guo:
Active compensation technique for the thin-film transistor variations and OLED aging of mobile device displays. ICCAD 2012: 516-522 - [c2]Yiran Chen, Xiang Chen, Mengying Zhao, Chun Jason Xue:
Mobile devices user - The subscriber and also the publisher of real-time OLED display power management plan. ICCAD 2012: 687-690 - 2011
- [c1]Peiyuan Wang, Xiang Chen, Yiran Chen, Hai Li, Seung-Hyuk Kang, Xiaochun Zhu, Wenqing Wu:
A 1.0V 45nm nonvolatile magnetic latch design and its robustness analysis. CICC 2011: 1-4
Coauthor Index
[j18] [c78] [c75] [c73] [c71] [i63] [i61] [i60] [j11] [c66] [i43] [i42] [i37] [j10] [j9] [c57] [c55] [c54] [c53] [c52] [i35] [i34] [j5] [j4] [c51] [c49] [c47] [i27] [i26] [i25] [c46] [c45] [c44] [c43] [c41] [c39] [i23] [i22] [i21] [i20] [i19] [c36] [c35] [c34] [c33] [c31] [c30] [c29] [c28] [c27] [i18] [i17] [i16] [i14] [i13] [i12] [i11] [j3] [c25] [c24] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [i2] [i1]
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