PPaperPicks

Shuo Yang

Tsinghua University, Tsinghua Shenzhen International Graduate School, China

27 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1638-9623 ↗Homepage ↗

Venues

CIKM ×4NeurIPS ×4SIGKDD ×4AAAI ×3ACM MM ×2ICML ×2ACL ×1ICDE ×1MLSys ×1NDSS ×1RecSys ×1S&P ×1SIGIR ×1WWW ×1

Frequent coauthors

Jinfeng Xu
×18
Jinze Li
×17
Edith C. H. Ngai
×17
Zheyu Chen
×12
Hewei Wang
×10
Ion Stoica
×7
Xinran Zheng
×5
Song Han
×5
Yijie Li
×4
Kurt Keutzer
×4
Yuqin Dai
×3
Guoqing Wang
×3

Papers

  1. CAMMSR: Category-Guided Attentive Mixture of Experts for Multimodal Sequential Recommendation
    ICDE 2026 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    , Shuo Yang,
    Jinze Li
    ,
    Hewei Wang
    ,
    Yijie Li
    ,
    Jianheng Tang
    ,
    Yunhuai Liu
    ,
    Edith C. H. Ngai
  2. Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning
    AAAI 2026 ·
    Yuqin Dai
    , Shuo Yang,
    Guoqing Wang
    ,
    Yong Deng
    ,
    Zhanwei Zhang
    ,
    Jun Yin
    ,
    Pengyu Zeng
    ,
    Zhenzhe Ying
    ,
    Changhua Meng
    ,
    Can Yi
    ,
    Yuchen Zhou
    ,
    Weiqiang Wang
    ,
    Shuai Lu
  3. CoLD: Collaborative Label Denoising Framework for Network Intrusion Detection
    NDSS 2026 · Shuo Yang,
    Xinran Zheng
    ,
    Jinze Li
    ,
    Jinfeng Xu
    ,
    Edith C. H. Ngai
  4. Learning and Editing Universal Graph Prompt Tuning via Reinforcement Learning
    SIGKDD 2026 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    , Shuo Yang,
    Jinze Li
    ,
    Hewei Wang
    ,
    Yijie Li
    ,
    Edith C. H. Ngai
  5. Multi-modal Dynamic Proxy Learning for Personalized Multiple Clustering
    AAAI 2026 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    , Shuo Yang,
    Jinze Li
    ,
    Ziyue Peng
    ,
    Zewei Liu
    ,
    Hewei Wang
    ,
    Jiayi Zhang
    ,
    Edith C. H. Ngai
  6. OCR-Memory: Optical Context Retrieval for Long-Horizon Agent Memory
    ACL 2026 ·
    Jinze Li
    ,
    Yang Zhang
    ,
    Xin Yang
    ,
    Jiayi Qu
    ,
    Jinfeng Xu
    , Shuo Yang,
    Junhua Ding
    ,
    Edith Cheuk-Han Ngai
  7. RAMA: Retrieval-Augmented Multi-Agent Framework for Misinformation Detection in Multimodal Fact-Checking
    WWW 2026 · Shuo Yang,
    Zijian Yu
    ,
    Zhenzhe Ying
    ,
    Yuqin Dai
    ,
    Guoqing Wang
    ,
    Jun Lan
    ,
    Jinfeng Xu
    ,
    Jinze Li
    ,
    Edith C. H. Ngai
  8. VI-MMRec: Similarity-Aware Training Cost-free Virtual User-Item Interactions for Multimodal Recommendation
    SIGKDD 2026 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    , Shuo Yang,
    Jinze Li
    ,
    Zitong Wan
    ,
    Hewei Wang
    ,
    Weijie Liu
    ,
    Yijie Li
    ,
    Edith C. H. Ngai
  9. Well Begun is Half Done: Training-Free and Model-Agnostic Semantically Guaranteed User Representation Initialization for Multimodal Recommendation
    SIGIR 2026 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    , Shuo Yang,
    Jinze Li
    ,
    Hewei Wang
    ,
    Jianheng Tang
    ,
    Wei Wang
    ,
    Xiping Hu
    ,
    Edith C. H. Ngai
  10. Enhancing Graph Collaborative Filtering with FourierKAN Feature Transformation
    CIKM 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Jinze Li
    , Shuo Yang,
    Wei Wang
    ,
    Xiping Hu
    ,
    Edith C. H. Ngai
  11. HashAttention: Semantic Sparsity for Faster Inference
    ICML 2025 ·
    Aditya Desai
    , Shuo Yang,
    Alejandro Cuadron
    ,
    Matei Zaharia
    ,
    Joseph E. Gonzalez
    ,
    Ion Stoica
  12. Hypercomplex Prompt-aware Multimodal Recommendation
    CIKM 2025 ·
    Zheyu Chen
    ,
    Jinfeng Xu
    ,
    Hewei Wang
    , Shuo Yang,
    Zitong Wan
    ,
    Haibo Hu
  13. LAMD: Context-Driven Android Malware Detection and Classification with LLMs
    S&P 2025 ·
    Xingzhi Qian
    ,
    Xinran Zheng
    ,
    Yiling He
    , Shuo Yang,
    Lorenzo Cavallaro
  14. MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets
    SIGKDD 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Jinze Li
    , Shuo Yang,
    Hewei Wang
    ,
    Yijie Li
    ,
    Mengran Li
    ,
    Puzhen Wu
    ,
    Edith C. H. Ngai
  15. MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
    AAAI 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    , Shuo Yang,
    Jinze Li
    ,
    Hewei Wang
    ,
    Edith C. H. Ngai
  16. NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation
    RecSys 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    , Shuo Yang,
    Jinze Li
    ,
    Hewei Wang
    ,
    Wei Wang
    ,
    Xiping Hu
    ,
    Edith C. H. Ngai
  17. Radial Attention: 𝒪(n log n) Sparse Attention with Energy Decay for Long Video Generation
    NeurIPS 2025 ·
    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
  18. RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking
    ACM MM 2025 · Shuo Yang,
    Yuqin Dai
    ,
    Guoqing Wang
    ,
    Xinran Zheng
    ,
    Jinfeng Xu
    ,
    Jinze Li
    ,
    Zhenzhe Ying
    ,
    Weiqiang Wang
    ,
    Edith C. H. Ngai
  19. Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
    ICML 2025 ·
    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
  20. Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
    NeurIPS 2025 · 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
  21. The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation
    ACM MM 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    , Shuo Yang,
    Jinze Li
    ,
    Edith C. H. Ngai
  22. Twilight: Adaptive Attention Sparsity with Hierarchical Top-$p$ Pruning
    NeurIPS 2025 ·
    Chaofan Lin
    ,
    Jiaming Tang
    , Shuo Yang,
    Hanshuo Wang
    ,
    Tian Tang
    ,
    Boyu Tian
    ,
    Ion Stoica
    ,
    Song Han
    ,
    Mingyu Gao
  23. WorldModelBench: Judging Video Generation Models As World Models
    NeurIPS 2025 ·
    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
  24. AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation
    CIKM 2024 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Jinze Li
    , Shuo Yang,
    Hewei Wang
    ,
    Edith C. H. Ngai
  25. Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification
    CIKM 2024 · Shuo Yang,
    Xinran Zheng
    ,
    Jinze Li
    ,
    Jinfeng Xu
    ,
    Edith C. H. Ngai
  26. ReCDA: Concept Drift Adaptation with Representation Enhancement for Network Intrusion Detection
    SIGKDD 2024 · Shuo Yang,
    Xinran Zheng
    ,
    Jinze Li
    ,
    Jinfeng Xu
    ,
    Xingjun Wang
    ,
    Edith C. H. Ngai
  27. SLoRA: Scalable Serving of Thousands of LoRA Adapters
    MLSys 2024 ·
    Ying Sheng
    ,
    Shiyi Cao
    ,
    Dacheng Li
    ,
    Coleman Hooper
    ,
    Nicholas Lee
    , Shuo Yang,
    Christopher Chou
    ,
    Banghua Zhu
    ,
    Lianmin Zheng
    ,
    Kurt Keutzer
    ,
    Joseph Gonzalez
    ,
    Ion Stoica