PPaperPicks

Sen Su

22 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4266-7527 ↗

Venues

ACL ×6EMNLP ×5AAAI ×2NeurIPS ×2WWW ×2CIKM ×1ICML ×1SIGIR ×1SIGKDD ×1SIGMOD ×1

Frequent coauthors

Li Sun
×8
Zhenhong Zhou
×7
Longzhu He
×6
Yuanhe Zhang
×5
Chaozhuo Li
×4
Tingfeng Hui
×3
Peng Tang
×3
Wei Zhang
×3
Kun Wang
×3
Pengyu Zhu
×2
Guanting Dong
×2
Yaqi Zhang
×2

Papers

  1. DecIF: Improving Instruction-Following through Decomposition
    ACL 2026 ·
    Tingfeng Hui
    ,
    Pengyu Zhu
    ,
    Bowen Ping
    ,
    Ling Tang
    ,
    Guanting Dong
    ,
    Yaqi Zhang
    , Sen Su
  2. Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols
    SIGKDD 2026 ·
    Longzhu He
    ,
    Chaozhuo Li
    ,
    Peng Tang
    ,
    Li Sun
    , Sen Su,
    Philip S. Yu
  3. From "Aha Moments" to Controllable Thinking: Toward Meta-Cognitive Reasoning in LRMs via Decoupled Reasoning and Control
    ACL 2026 ·
    Rui Ha
    ,
    Rui Pu
    ,
    Chaozhuo Li
    ,
    Li Sun
    , Sen Su
  4. Heterophily-Agnostic Hypergraph Neural Networks with Riemannian Local Exchanger
    WWW 2026 ·
    Li Sun
    ,
    Ming Zhang
    ,
    Wenxin Jin
    ,
    Zhongtian Sun
    ,
    Zhenhao Huang
    ,
    Hao Peng
    , Sen Su,
    Philip S. Yu
  5. Learning to Edit Knowledge via Instruction-based Chain-of-Thought Prompting
    ACL 2026 ·
    Jinhu Fu
    ,
    Yan Bai
    ,
    Longzhu He
    ,
    Yihang Lou
    ,
    Yanxiao Zhao
    ,
    Li Sun
    , Sen Su
  6. PrivSV: Differentially Private Steering Vector for Large Language Models
    AAAI 2026 ·
    Haocheng Yang
    ,
    Xiang Cheng
    ,
    Chenhao Sun
    ,
    Pengfei Zhang
    , Sen Su
  7. SEE: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models
    ACL 2026 ·
    Yuanhe Zhang
    ,
    Jiayu Tian
    ,
    Yibo Zhang
    ,
    Shilinlu Yan
    ,
    Liang Lin
    ,
    Zhenhong Zhou
    ,
    Li Sun
    , Sen Su
  8. Separating Wheat from Chaff: Fine-Grained Defenses Against Poisoning in Multi-Perspective RAG
    SIGIR 2026 ·
    Yanxiao Zhao
    ,
    Longzhu He
    ,
    Li Sun
    , Sen Su
  9. The Devil Within, The Cure Without: Securing Locally Private Graph Learning under Poisoning
    WWW 2026 ·
    Longzhu He
    ,
    Peng Tang
    ,
    Li Sun
    , Sen Su
  10. Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings
    ACL 2025 ·
    Yuanhe Zhang
    ,
    Zhenhong Zhou
    ,
    Wei Zhang
    ,
    Xinyue Wang
    ,
    Xiaojun Jia
    ,
    Yang Liu
    , Sen Su
  11. DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models
    EMNLP 2025 ·
    Rui Ha
    ,
    Chaozhuo Li
    ,
    Rui Pu
    ,
    Litian Zhang
    ,
    Xi Zhang
    , Sen Su
  12. DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent
    EMNLP 2025 ·
    Pengyu Zhu
    ,
    Zhenhong Zhou
    ,
    Yuanhe Zhang
    ,
    Shilinlu Yan
    ,
    Kun Wang
    , Sen Su
  13. Going Deeper into Locally Differentially Private Graph Neural Networks
    ICML 2025 ·
    Longzhu He
    ,
    Chaozhuo Li
    ,
    Peng Tang
    , Sen Su
  14. Knowledge Graph-Driven Memory Editing with Directional Interventions
    EMNLP 2025 ·
    Jinhu Fu
    ,
    Kun Wang
    ,
    Chongye Guo
    ,
    Junfeng Fang
    ,
    Wentao Zhang
    , Sen Su
  15. LIFEBENCH: Evaluating Length Instruction Following in Large Language Models
    NeurIPS 2025 ·
    Wei Zhang
    ,
    Zhenhong Zhou
    ,
    Kun Wang
    ,
    Junfeng Fang
    ,
    Rongwu Xu
    ,
    Yuanhe Zhang
    ,
    Rui Wang
    ,
    Ge Zhang
    ,
    Xinfeng Li
    ,
    Li Sun
    ,
    Lingjuan Lyu
    ,
    Yang Liu
    , Sen Su
  16. PD³F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models
    EMNLP 2025 ·
    Yuanhe Zhang
    ,
    Xinyue Wang
    ,
    Haoran Gao
    ,
    Zhenhong Zhou
    ,
    Fanyu Meng
    ,
    Yuyao Zhang
    , Sen Su
  17. Residual Stream Analysis of Overfitting And Structural Disruptions
    NeurIPS 2025 ·
    Quan Liu
    ,
    Han Zhou
    ,
    Wenquan Wu
    ,
    Hua Wu
    , Sen Su
  18. SecureXGB: A Secure and Efficient Multi-party Protocol for Vertical Federated XGBoost
    SIGMOD 2025 ·
    Zongda Han
    ,
    Xiang Cheng
    ,
    Wenhong Zhao
    ,
    Jiaxin Fu
    ,
    Zhaofeng He
    , Sen Su
  19. Unlocking the Potential of Smaller Language Models as Superior Instruction Evolvers
    CIKM 2025 ·
    Tingfeng Hui
    ,
    Lulu Zhao
    ,
    Guanting Dong
    ,
    Yaqi Zhang
    , Sen Su
  20. Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging
    ACL 2025 ·
    Tingfeng Hui
    ,
    Zhenyu Zhang
    ,
    Shuohuan Wang
    ,
    Yu Sun
    ,
    Hua Wu
    , Sen Su
  21. Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions
    EMNLP 2024 ·
    Quan Liu
    ,
    Zhenhong Zhou
    ,
    Longzhu He
    ,
    Yi Liu
    ,
    Wei Zhang
    , Sen Su
  22. Quantifying and Analyzing Entity-Level Memorization in Large Language Models
    AAAI 2024 ·
    Zhenhong Zhou
    ,
    Jiuyang Xiang
    ,
    Chaomeng Chen
    , Sen Su