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Shuo Yang

Tsinghua University, Tsinghua Shenzhen International Graduate School, China

25 papers at tracked venues · 19 at CORE A* · active 2024–2026

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Venues

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

Frequent coauthors

Jinfeng Xu
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Yuqin Dai
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Jinze Li
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Aditya Desai
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Zheyu Chen
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Xingyang Li
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Haocheng Xi
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Chaofan Lin
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Dacheng Li
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Ying Sheng
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Papers

  1. CAMMSR: Category-Guided Attentive Mixture of Experts for Multimodal Sequential Recommendation
    ICDE 2026 ·
    Jinfeng Xu
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  2. Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning
    AAAI 2026 ·
    Yuqin Dai
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  3. Learning and Editing Universal Graph Prompt Tuning via Reinforcement Learning
    SIGKDD 2026 ·
    Jinfeng Xu
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  4. Multi-modal Dynamic Proxy Learning for Personalized Multiple Clustering
    AAAI 2026 ·
    Jinfeng Xu
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  5. OCR-Memory: Optical Context Retrieval for Long-Horizon Agent Memory
    ACL 2026 ·
    Jinze Li
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  6. RAMA: Retrieval-Augmented Multi-Agent Framework for Misinformation Detection in Multimodal Fact-Checking
    WWW 2026 · Shuo Yang
  7. VI-MMRec: Similarity-Aware Training Cost-free Virtual User-Item Interactions for Multimodal Recommendation
    SIGKDD 2026 ·
    Jinfeng Xu
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  8. Well Begun is Half Done: Training-Free and Model-Agnostic Semantically Guaranteed User Representation Initialization for Multimodal Recommendation
    SIGIR 2026 ·
    Jinfeng Xu
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  9. Enhancing Graph Collaborative Filtering with FourierKAN Feature Transformation
    CIKM 2025 ·
    Jinfeng Xu
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  10. HashAttention: Semantic Sparsity for Faster Inference
    ICML 2025 ·
    Aditya Desai
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  11. Hypercomplex Prompt-aware Multimodal Recommendation
    CIKM 2025 ·
    Zheyu Chen
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  12. MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets
    SIGKDD 2025 ·
    Jinfeng Xu
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  13. MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
    AAAI 2025 ·
    Jinfeng Xu
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  14. NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation
    RecSys 2025 ·
    Jinfeng Xu
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  15. Radial Attention: 𝒪(n log n) Sparse Attention with Energy Decay for Long Video Generation
    NeurIPS 2025 ·
    Xingyang Li
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  16. RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking
    ACM MM 2025 · Shuo Yang
  17. Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
    ICML 2025 ·
    Haocheng Xi
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  18. Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
    NeurIPS 2025 · Shuo Yang
  19. The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation
    ACM MM 2025 ·
    Jinfeng Xu
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  20. Twilight: Adaptive Attention Sparsity with Hierarchical Top-$p$ Pruning
    NeurIPS 2025 ·
    Chaofan Lin
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  21. WorldModelBench: Judging Video Generation Models As World Models
    NeurIPS 2025 ·
    Dacheng Li
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  22. AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation
    CIKM 2024 ·
    Jinfeng Xu
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  23. Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification
    CIKM 2024 · Shuo Yang
  24. ReCDA: Concept Drift Adaptation with Representation Enhancement for Network Intrusion Detection
    SIGKDD 2024 · Shuo Yang
  25. SLoRA: Scalable Serving of Thousands of LoRA Adapters
    MLSys 2024 ·
    Ying Sheng
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