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ORCIDShuo Yang 0011
Person information
- affiliation: Tsinghua University, Tsinghua Shenzhen International Graduate School, China
Other persons with the same name
- Shuo Yang — disambiguation page
- Shuo Yang 0001
![[0000-0001-7106-9169]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-7106-9169")
— Shanghai Jiao Tong University, Shanghai, China - Shuo Yang 0002 — Shenzhen MSU-BIT University, Guangdong Laboratory of Machine Perception and Intelligent Computing, China (and 1 more)
- Shuo Yang 0003 — Amazon Rekognition (and 1 more)
- Shuo Yang 0004 — LinkedIn Corp. (and 1 more)
- Shuo Yang 0005 — National University of Defense Technology, College of Computer, Changsha, China
- Shuo Yang 0006 — Harbin Institute of Technology, School of Computer Science and Technology, China (and 1 more)
- Shuo Yang 0007 — University of Pennsylvania, Department of Electrical and Systems Engineering, Philadelphia, PA, USA (and 1 more)
- Shuo Yang 0008 — Hebei University of Technology, State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Tianjin, China
- Shuo Yang 0009 — University of Bremen, Institute of Computer Science, Germany
- Shuo Yang 0010 — Huawei Technologies Company Limited, Huawei R&D Center, Santa Clara, CA, USA (and 1 more)
- Shuo Yang 0012 — Sun Yat-sen University, School of Software Engineering, Zhuhai, China
- Shuo Yang 0013 — Inner Mongolia University, School of Computer Science, Hohhot, China (and 3 more)
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2020 – today
- 2025
[j5]Handi Chen, Weipeng Deng, Shuo Yang, Jinfeng Xu, Zhihan Jiang, Edith C. H. Ngai, Jiangchuan Liu, Xue Liu:
Toward Edge General Intelligence via Large Language Models: Opportunities and Challenges. IEEE Netw. 39(5): 263-271 (2025)- [j4]Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Xinchen Zhang, Edith C. H. Ngai:
Self-Supervised Adaptation Method to Concept Drift for Network Intrusion Detection. IEEE Trans. Dependable Secur. Comput. 22(6): 7632-7646 (2025) - [j3]Jinfeng Xu, Zheyu Chen, Jinze Li, Shuo Yang, Wei Wang, Xiping Hu, Raymond Chi-Wing Wong, Edith C. H. Ngai:
Enhancing Robustness and Generalization Capability for Multimodal Recommender Systems via Sharpness-Aware Minimization. IEEE Trans. Knowl. Data Eng. 37(11): 6406-6419 (2025) - [c20]Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Hewei Wang, Edith C. H. Ngai:
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation. AAAI 2025: 12908-12917 - [c19]Zheyu Chen, Jinfeng Xu, Hewei Wang, Shuo Yang, Zitong Wan, Haibo Hu:
Hypercomplex Prompt-aware Multimodal Recommendation. CIKM 2025: 403-414 - [c18]Jinfeng Xu, Zheyu Chen, Jinze Li, Shuo Yang, Wei Wang, Xiping Hu, Edith C. H. Ngai:
Enhancing Graph Collaborative Filtering with FourierKAN Feature Transformation. CIKM 2025: 5376-5380 - [c17]Aditya Desai, Shuo Yang, Alejandro Cuadron, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica:
HashAttention: Semantic Sparsity for Faster Inference. ICML 2025 - [c16]Haocheng Xi, Shuo Yang, Yilong Zhao, Chenfeng Xu, Muyang Li, Xiuyu Li, Yujun Lin, Han Cai, Jintao Zhang, Dacheng Li, Jianfei Chen, Ion Stoica, Kurt Keutzer, Song Han:
Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity. ICML 2025 - [c15]Jinfeng Xu, Zheyu Chen, Jinze Li, Shuo Yang, Hewei Wang, Yijie Li, Mengran Li, Puzhen Wu, Edith C. H. Ngai:
MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets. KDD (2) 2025: 3378-3389 - [c14]Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Edith C. H. Ngai:
The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation. ACM Multimedia 2025: 6325-6334 - [c13]Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Hewei Wang, Wei Wang, Xiping Hu, Edith C. H. Ngai:
NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation. RecSys 2025: 319-329 - [c12]Xingzhi Qian, Xinran Zheng, Yiling He, Shuo Yang, Lorenzo Cavallaro:
LAMD: Context-Driven Android Malware Detection and Classification with LLMs. SP (Workshops) 2025: 126-136 - [i40]Haocheng Xi, Shuo Yang, Yilong Zhao, Chenfeng Xu, Muyang Li, Xiuyu Li, Yujun Lin, Han Cai, Jintao Zhang, Dacheng Li, Jianfei Chen, Ion Stoica, Kurt Keutzer, Song Han:
Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity. CoRR abs/2502.01776 (2025) - [i39]Chaofan Lin, Jiaming Tang, Shuo Yang, Hanshuo Wang, Tian Tang, Boyu Tian, Ion Stoica, Song Han, Mingyu Gao:
Twilight: Adaptive Attention Sparsity with Hierarchical Top-p Pruning. CoRR abs/2502.02770 (2025) - [i38]Xinran Zheng, Shuo Yang, Edith C. H. Ngai, Suman Jana, Lorenzo Cavallaro:
Learning Temporal Invariance in Android Malware Detectors. CoRR abs/2502.05098 (2025) - [i37]Xingzhi Qian, Xinran Zheng, Yiling He, Shuo Yang, Lorenzo Cavallaro:
LAMD: Context-driven Android Malware Detection and Classification with LLMs. CoRR abs/2502.13055 (2025) - [i36]Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Wei Wang, Xiping Hu, Steven Hoi, Edith C. H. Ngai:
A Survey on Multimodal Recommender Systems: Recent Advances and Future Directions. CoRR abs/2502.15711 (2025) - [i35]Dacheng Li, Yunhao Fang, Yukang Chen, Shuo Yang, Shiyi Cao, Justin Wong, Michael Luo, Xiaolong Wang, Hongxu Yin, Joseph E. Gonzalez, Ion Stoica, Song Han, Yao Lu:
WorldModelBench: Judging Video Generation Models As World Models. CoRR abs/2502.20694 (2025) - [i34]Yang Zhou, Zhongjie Chen, Ziming Mao, ChonLam Lao, Shuo Yang, Pravein Govindan Kannan, Jiaqi Gao, Yilong Zhao, Yongji Wu, Kaichao You, Fengyuan Ren, Zhiying Xu, Costin Raiciu, Ion Stoica:
An Extensible Software Transport Layer for GPU Networking. CoRR abs/2504.17307 (2025) - [i33]Shan Yu, Jiarong Xing, Yifan Qiao, Mingyuan Ma, Yangmin Li, Yang Wang, Shuo Yang, Zhiqiang Xie, Shiyi Cao, Ke Bao, Ion Stoica, Harry Xu, Ying Sheng:
Prism: Unleashing GPU Sharing for Cost-Efficient Multi-LLM Serving. CoRR abs/2505.04021 (2025) - [i32]Jinfeng Xu, Zheyu Chen, Jinze Li, Shuo Yang, Hewei Wang, Yijie Li, Mengran Li, Puzhen Wu, Edith C. H. Ngai:
MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets. CoRR abs/2505.16665 (2025) - [i31]Shuo Yang, Haocheng Xi, Yilong Zhao, Muyang Li, Jintao Zhang, Han Cai, Yujun Lin, Xiuyu Li, Chenfeng Xu, Kelly Peng, Jianfei Chen, Song Han, Kurt Keutzer, Ion Stoica:
Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation. CoRR abs/2505.18875 (2025) - [i30]Shuo Yang, Yuqin Dai, Guoqing Wang, Xinran Zheng, Jinfeng Xu, Jinze Li, Zhenzhe Ying, Weiqiang Wang, Edith C. H. Ngai:
RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking. CoRR abs/2506.12538 (2025) - [i29]Xingyang Li, Muyang Li, Tianle Cai, Haocheng Xi, Shuo Yang, Yujun Lin, Lvmin Zhang, Songlin Yang, Jinbo Hu, Kelly Peng, Maneesh Agrawala, Ion Stoica, Kurt Keutzer, Song Han:
Radial Attention: O(n log n) Sparse Attention with Energy Decay for Long Video Generation. CoRR abs/2506.19852 (2025) - [i28]Shuo Yang, Xinran Zheng, Jinfeng Xu, Jinze Li, Danyang Song, Zheyu Chen, Edith C. H. Ngai:
Generative AI for Vulnerability Detection in 6G Wireless Networks: Advances, Case Study, and Future Directions. CoRR abs/2506.20488 (2025) - [i27]Shuo Yang, Xinran Zheng, Xinchen Zhang, Jinfeng Xu, Jinze Li, Donglin Xie, Weicai Long, Edith C. H. Ngai:
Large Language Models for Network Intrusion Detection Systems: Foundations, Implementations, and Future Directions. CoRR abs/2507.04752 (2025) - [i26]Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Hewei Wang, Wei Wang, Xiping Hu, Edith C. H. Ngai:
NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation. CoRR abs/2507.07522 (2025) - [i25]Shuo Yang, Zijian Yu, Zhenzhe Ying, Yuqin Dai, Guoqing Wang, Jun Lan, Jinfeng Xu, Jinze Li, Edith C. H. Ngai:
RAMA: Retrieval-Augmented Multi-Agent Framework for Misinformation Detection in Multimodal Fact-Checking. CoRR abs/2507.09174 (2025) - [i24]Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Edith C. H. Ngai:
The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation. CoRR abs/2507.18489 (2025) - [i23]Zheyu Chen, Jinfeng Xu, Hewei Wang, Shuo Yang, Zitong Wan, Haibo Hu:
Hypercomplex Prompt-aware Multimodal Recommendation. CoRR abs/2508.10753 (2025) - [i22]Xinran Zheng, Xingzhi Qian, Yiling He, Shuo Yang, Lorenzo Cavallaro:
Beyond Classification: Evaluating LLMs for Fine-Grained Automatic Malware Behavior Auditing. CoRR abs/2509.14335 (2025) - [i21]Jintao Zhang, Haoxu Wang, Kai Jiang, Shuo Yang, Kaiwen Zheng, Haocheng Xi, Ziteng Wang, Hongzhou Zhu, Min Zhao, Ion Stoica, Joseph E. Gonzalez, Jun Zhu, Jianfei Chen:
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention. CoRR abs/2509.24006 (2025) - [i20]Aditya Desai, Kumar Krishna Agrawal, Shuo Yang, Alejandro Cuadron, Luis Gaspar Schroeder, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica:
vAttention: Verified Sparse Attention. CoRR abs/2510.05688 (2025) - [i19]Audrey Cheng, Shu Liu, Melissa Z. Pan, Zhifei Li, Bowen Wang, Alex Krentsel, Tian Xia, Mert Cemri, Jongseok Park, Shuo Yang, Jeff Chen, Lakshya A. Agrawal, Aditya Desai, Jiarong Xing, Koushik Sen, Matei Zaharia, Ion Stoica:
Barbarians at the Gate: How AI is Upending Systems Research. CoRR abs/2510.06189 (2025) - [i18]Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Ziyue Peng, Zewei Liu, Hewei Wang, Jiayi Zhang, Edith C. H. Ngai:
Multi-modal Dynamic Proxy Learning for Personalized Multiple Clustering. CoRR abs/2511.07274 (2025) - [i17]Tianrui Feng, Zhi Li, Shuo Yang, Haocheng Xi, Muyang Li, Xiuyu Li, Lvmin Zhang, Keting Yang, Kelly Peng, Song Han, Maneesh Agrawala, Kurt Keutzer, Akio Kodaira, Chenfeng Xu:
StreamDiffusionV2: A Streaming System for Dynamic and Interactive Video Generation. CoRR abs/2511.07399 (2025) - [i16]Jinze Li, Yixing Xu, Guanchen Li, Shuo Yang, Jinfeng Xu, Xuanwu Yin, Dong Li, Edith C. H. Ngai, Emad Barsoum:
Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match. CoRR abs/2511.22972 (2025) - [i15]Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Zitong Wan, Hewei Wang, Weijie Liu, Yijie Li, Edith C. H. Ngai:
VI-MMRec: Similarity-Aware Training Cost-free Virtual User-Item Interactions for Multimodal Recommendation. CoRR abs/2512.08702 (2025) - [i14]Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Hewei Wang, Yijie Li, Edith C. H. Ngai:
Learning and Editing Universal Graph Prompt Tuning via Reinforcement Learning. CoRR abs/2512.08763 (2025) - [i13]Audrey Cheng, Shu Liu, Melissa Z. Pan, Zhifei Li, Shubham Agarwal, Mert Cemri, Bowen Wang, Alexander Krentsel, Tian Xia, Jongseok Park, Shuo Yang, Jeff Chen, Lakshya A. Agrawal, Ashwin Naren, Shulu Li, Ruiying Ma, Aditya Desai, Jiarong Xing, Koushik Sen, Matei Zaharia, Ion Stoica:
Let the Barbarians In: How AI Can Accelerate Systems Performance Research. CoRR abs/2512.14806 (2025) - 2024
- [j2]Linjie Nie, Shuo Yang, Xinran Zheng, Xingjun Wang:
An Efficient and Adaptive Content Delivery System Based on Hybrid Network. ACM Trans. Knowl. Discov. Data 18(2): 904-915 (2024) - [c11]Jinfeng Xu, Zheyu Chen, Jinze Li, Shuo Yang, Hewei Wang, Edith C. H. Ngai:
AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation. CIKM 2024: 2682-2691 - [c10]Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Edith C. H. Ngai:
Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification. CIKM 2024: 4173-4177 - [c9]Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Xingjun Wang, Edith C. H. Ngai:
ReCDA: Concept Drift Adaptation with Representation Enhancement for Network Intrusion Detection. KDD 2024: 3818-3828 - [c8]Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph Gonzalez, Ion Stoica:
SLoRA: Scalable Serving of Thousands of LoRA Adapters. MLSys 2024 - [c7]Wenhui Kong, Pengfei Wen, Xinran Zheng, Shuo Yang, Ning Hu, Xingjun Wang:
An Efficient (t, n) Threshold Authentication Scheme for Vehicular Ad Hoc Networks. WCNC 2024: 1-6 - [c6]Biao Zhang, Shuo Yang, Xinran Zheng, Xingjun Wang:
STCA: Stacked Token-based Continuous Authentication Protocol for Zero Trust IoT. WCNC 2024: 1-6 - [i12]Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Hewei Wang, Edith Cheuk-Han Ngai:
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation. CoRR abs/2402.19407 (2024) - [i11]Jinfeng Xu, Zheyu Chen, Jinze Li, Shuo Yang, Wei Wang, Xiping Hu, Edith C. H. Ngai:
FourierKAN-GCF: Fourier Kolmogorov-Arnold Network - An Effective and Efficient Feature Transformation for Graph Collaborative Filtering. CoRR abs/2406.01034 (2024) - [i10]Shuo Yang, Ying Sheng, Joseph E. Gonzalez, Ion Stoica, Lianmin Zheng:
Post-Training Sparse Attention with Double Sparsity. CoRR abs/2408.07092 (2024) - [i9]Jinfeng Xu, Zheyu Chen, Jinze Li, Shuo Yang, Hewei Wang, Edith C. H. Ngai:
AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation. CoRR abs/2409.02580 (2024) - [i8]Handi Chen, Weipeng Deng, Shuo Yang, Jinfeng Xu, Zhihan Jiang, Edith C. H. Ngai, Jiangchuan Liu, Xue Liu:
Towards Edge General Intelligence via Large Language Models: Opportunities and Challenges. CoRR abs/2410.18125 (2024) - [i7]Yilong Zhao, Shuo Yang, Kan Zhu, Lianmin Zheng, Baris Kasikci, Yang Zhou, Jiarong Xing, Ion Stoica:
BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching. CoRR abs/2411.16102 (2024) - [i6]Aditya Desai, Shuo Yang, Alejandro Cuadron, Ana Klimovic, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica:
HashAttention: Semantic Sparsity for Faster Inference. CoRR abs/2412.14468 (2024) - 2023
- [j1]Shuo Yang, Xinran Zheng, Guining Liu, Xingjun Wang:
IBA: A secure and efficient device-to-device interaction-based authentication scheme for Internet of Things. Comput. Commun. 200: 171-181 (2023) - [c5]Shiyang Wang, Xinran Zheng, Shuo Yang, Xingjun Wang:
Towards Efficient Blockchain-Based Cross-Domain Trust Reputation Management for LS-HetNet. GLOBECOM 2023: 5129-5134 - [c4]Zhengzhuo Xu, Shuo Yang, Xingjun Wang, Chun Yuan:
Rethink Long-Tailed Recognition with Vision Transforms. ICASSP 2023: 1-5 - [c3]Xinran Zheng, Shuo Yang, Xingjun Wang:
SF-IDS: An Imbalanced Semi-Supervised Learning Framework for Fine-Grained Intrusion Detection. ICC 2023: 2988-2993 - [c2]Shuo Yang, Xinran Zheng, Zhengzhuo Xu, Xingjun Wang:
A Lightweight Approach for Network Intrusion Detection Based on Self-Knowledge Distillation. ICC 2023: 3000-3005 - [c1]Xinran Zheng, Shuo Yang, Xingjun Wang:
A Reliable and Decentralized Trust Management Model for Fog Computing in Industrial IoT. NOMS 2023: 1-6 - [i5]Zhengzhuo Xu, Shuo Yang, Xingjun Wang, Chun Yuan:
Rethink Long-tailed Recognition with Vision Transforms. CoRR abs/2302.14284 (2023) - [i4]Shuo Yang, Xinran Zheng, Zhengzhuo Xu, Xingjun Wang:
A Lightweight Approach for Network Intrusion Detection based on Self-Knowledge Distillation. CoRR abs/2307.10191 (2023) - [i3]Xinran Zheng, Shuo Yang, Xingjun Wang:
SF-IDS: An Imbalanced Semi-Supervised Learning Framework for Fine-grained Intrusion Detection. CoRR abs/2308.00542 (2023) - [i2]Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph E. Gonzalez, Ion Stoica:
S-LoRA: Serving Thousands of Concurrent LoRA Adapters. CoRR abs/2311.03285 (2023) - [i1]Shuo Yang, Wei-Lin Chiang, Lianmin Zheng, Joseph E. Gonzalez, Ion Stoica:
Rethinking Benchmark and Contamination for Language Models with Rephrased Samples. CoRR abs/2311.04850 (2023)
Coauthor Index
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