PPaperPicks

Xiangyang Li

University of Science and Technology of China, School of Computer Science and Technology, Hefei, China

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

DBLP profile ↗ORCID 0000-0002-6070-6625 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×5ACL ×3NeurIPS ×3ICLR ×2ICML ×2IJCAI ×2USENIX Security ×2WSDM ×2WWW ×2ECAI ×1ECML-PKDD ×1NDSS ×1SIGKDD ×1

Frequent coauthors

Feng Wu
×8
Sijia Zhang
×7
Haifeng Sun
×5
Lan Zhang
×5
Shaoang Li
×5
Zhiqiang Wang
×4
Yixiang Hu
×4
Shuli Zeng
×4
Yunhao Yao
×3
Wantong Xie
×3
Shaojie Tang
×3
Zeqian Ju
×3

Papers

  1. Beyond Detection: Autonomous Anomaly Remediation for MCP Against Tool Poisoning Attacks
    WWW 2026 ·
    Zhiqiang Wang
    ,
    Guanquan Shi
    ,
    Yanting Wang
    ,
    Yichao Gao
    ,
    Hongsen Lang
    ,
    Yunhao Yao
    ,
    Haohua Du
    , Xiang-Yang Li
  2. Escaping the Sisyphus Dilemma: Experience Replay for Robust Text-to-Optimization Modeling
    ACL 2026 ·
    Wantong Xie
    ,
    Yinghao Chen
    ,
    Yixiang Hu
    ,
    Feng Wu
    ,
    Jieyang Xu
    ,
    Sijia Zhang
    , Xiangyang Li
  3. Fast-DataShapley: Neural Modeling for Training Data Valuation
    WSDM 2026 ·
    Haifeng Sun
    ,
    Yu Xiong
    ,
    Runze Wu
    ,
    Xinyu Cai
    ,
    Changjie Fan
    ,
    Lan Zhang
    , Xiang-Yang Li
  4. GOBench: Stage-Wise Diagnostics and the Visual Paradox in Multimodal Graph Optimization
    ACL 2026 ·
    Yinghao Chen
    ,
    Wantong Xie
    ,
    Shuli Zeng
    ,
    Sijia Zhang
    ,
    Xiaotian Pan
    ,
    Feng Wu
    , Xiangyang Li
  5. LightMoE: Task-Aware Expert Availability Management for Memory-Efficient MoE-LLM Inference
    ACL 2026 ·
    Puhan Luo
    ,
    Yunhao Yao
    ,
    Junyang Wang
    ,
    Junyang Zhang
    , Xiangyang Li
  6. MCPTox: A Benchmark for Tool Poisoning on Real-World MCP Servers
    AAAI 2026 ·
    Zhiqiang Wang
    ,
    Yichao Gao
    ,
    Yanting Wang
    ,
    Suyuan Liu
    ,
    Haifeng Sun
    ,
    Haoran Cheng
    ,
    Guanquan Shi
    ,
    Haohua Du
    , Xiangyang Li
  7. STIP: Three-Party Privacy-Preserving and Lossless Inference for Large Transformers in Production
    NDSS 2026 ·
    Mu Yuan
    ,
    Lan Zhang
    ,
    Yihang Cheng
    ,
    Miao-Hui Song
    ,
    Guoliang Xing
    , Xiang-Yang Li
  8. Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition
    AAAI 2026 ·
    Shuli Zeng
    ,
    Sijia Zhang
    ,
    Feng Wu
    ,
    Shaojie Tang
    , Xiangyang Li
  9. The Power of Penalties: Negativity-Aware Incentives for High-Quality Crowdsourced Data Labeling
    WWW 2026 ·
    Kai Wang
    ,
    Runze Wu
    ,
    Yu Xiong
    ,
    Haifeng Sun
    ,
    Anran Li
    ,
    Shaojie Tang
    ,
    Changjie Fan
    , Xiang-Yang Li
  10. A Dynamic Service Offloading Algorithm Based on Lyapunov Optimization in Edge Computing
    ECAI 2025 ·
    Peiyan Yuan
    ,
    Ming Li
    ,
    Chenyang Wang
    ,
    Ledong An
    ,
    Xiaoyan Zhao
    ,
    Junna Zhang
    , Xiangyang Li,
    Huadong Ma
  11. A-VL: Adaptive Attention for Large Vision-Language Models
    AAAI 2025 ·
    Junyang Zhang
    ,
    Mu Yuan
    ,
    Ruiguang Zhong
    ,
    Puhan Luo
    ,
    Huiyou Zhan
    ,
    Ningkang Zhang
    ,
    Chengchen Hu
    , Xiang-Yang Li
  12. CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous Variables
    SIGKDD 2025 ·
    Pengfei Zhou
    ,
    Yunlong Liu
    ,
    Junli Liang
    ,
    Qi Song
    , Xiangyang Li
  13. DeepCore: Simple Fingerprint Construction for Differentiating Homologous and Piracy Models
    ECML-PKDD 2025 ·
    Haifeng Sun
    ,
    Lan Zhang
    , Xiang-Yang Li
  14. Don't Restart, Just Reuse: Reoptimizing MILPs with Dynamic Parameters
    ICML 2025 ·
    Sijia Zhang
    ,
    Shuli Zeng
    ,
    Shaoang Li
    ,
    Feng Wu
    ,
    Shaojie Tang
    , Xiangyang Li
  15. FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program
    AAAI 2025 ·
    Yixiang Hu
    ,
    Feng Wu
    ,
    Shaoang Li
    ,
    Yifang Zhao
    , Xiang-Yang Li
  16. Guiding Large Language Models in Modeling Optimization Problems via Question Partitioning
    IJCAI 2025 ·
    Xiaotian Pan
    ,
    Junhao Fang
    ,
    Feng Wu
    ,
    Sijia Zhang
    ,
    Yixiang Hu
    ,
    Shaoang Li
    , Xiangyang Li
  17. Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation
    ICLR 2025 ·
    Sijia Zhang
    ,
    Shuli Zeng
    ,
    Shaoang Li
    ,
    Feng Wu
    , Xiangyang Li
  18. MURKA: Multi-Reward Reinforcement Learning with Knowledge Alignment for Optimization Tasks
    NeurIPS 2025 ·
    Wantong Xie
    ,
    Yixiang Hu
    ,
    Jieyang Xu
    ,
    Feng Wu
    , Xiangyang Li
  19. Model Lineage Closeness Analysis
    AAAI 2025 ·
    Chen Tang
    ,
    Lan Zhang
    ,
    Qi Zhao
    ,
    Xirong Zhuang
    , Xiang-Yang Li
  20. MoonCast: High-Quality Zero-Shot Podcast Generation
    NeurIPS 2025 ·
    Zeqian Ju
    ,
    Dongchao Yang
    ,
    Kai Shen
    ,
    Yichong Leng
    ,
    Zhengtao Wang
    ,
    Songxiang Liu
    ,
    Xinyu Zhou
    ,
    Tao Qin
    , Xiangyang Li,
    Jianwei Yu
    ,
    Xu Tan
  21. Purest Quantum State Identification
    NeurIPS 2025 ·
    Yingqi Yu
    ,
    Honglin Chen
    ,
    Jun Wu
    ,
    Wei Xie
    , Xiangyang Li
  22. SpeechGuard: Recoverable and Customizable Speech Privacy Protection
    USENIX Security 2025 ·
    Jingmiao Zhang
    ,
    Suyuan Liu
    ,
    Jiahui Hou
    ,
    Zhiqiang Wang
    ,
    Haikuo Yu
    , Xiang-Yang Li
  23. Task-Oriented Training Data Privacy Protection for Cloud-based Model Training
    USENIX Security 2025 ·
    Zhiqiang Wang
    ,
    Jiahui Hou
    ,
    Haifeng Sun
    ,
    Jingmiao Zhang
    ,
    Yunhao Yao
    ,
    Haikuo Yu
    , Xiang-Yang Li
  24. Bandits with Concave Aggregated Reward
    IJCAI 2024 ·
    Yingqi Yu
    ,
    Sijia Zhang
    ,
    Shaoang Li
    ,
    Lan Zhang
    ,
    Wei Xie
    , Xiang-Yang Li
  25. Follow the LIBRA: Guiding Fair Policy for Unified Impression Allocation via Adversarial Rewarding
    WSDM 2024 ·
    Xiaoyu Wang
    ,
    Yonghui Guo
    ,
    Bin Tan
    ,
    Tao Yang
    ,
    Dongbo Huang
    ,
    Lan Xu
    ,
    Hao Zhou
    , Xiangyang Li
  26. NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
    ICML 2024 ·
    Zeqian Ju
    ,
    Yuancheng Wang
    ,
    Kai Shen
    ,
    Xu Tan
    ,
    Detai Xin
    ,
    Dongchao Yang
    ,
    Eric Liu
    ,
    Yichong Leng
    ,
    Kaitao Song
    ,
    Siliang Tang
    ,
    Zhizheng Wu
    ,
    Tao Qin
    , Xiangyang Li,
    Wei Ye
    ,
    Shikun Zhang
    ,
    Jiang Bian
    ,
    Lei He
    ,
    Jinyu Li
    ,
    Sheng Zhao
  27. PromptTTS 2: Describing and Generating Voices with Text Prompt
    ICLR 2024 ·
    Yichong Leng
    ,
    Zhifang Guo
    ,
    Kai Shen
    ,
    Zeqian Ju
    ,
    Xu Tan
    ,
    Eric Liu
    ,
    Yufei Liu
    ,
    Dongchao Yang
    ,
    Leying Zhang
    ,
    Kaitao Song
    ,
    Lei He
    , Xiangyang Li,
    Sheng Zhao
    ,
    Tao Qin
    ,
    Jiang Bian