PPaperPicks

Radha Poovendran

20 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

ACL ×7AsiaCCS ×4ICLR ×2NAACL ×2AAAI ×1EMNLP ×1ICML ×1ICRA ×1USENIX Security ×1

Frequent coauthors

Luyao Niu
×15
Fengqing Jiang
×14
Zhangchen Xu
×13
Bhaskar Ramasubramanian
×8
Bill Yuchen Lin
×8
Bo Li
×6
Yuetai Li
×5
Jinyuan Jia
×4
Zhen Xiang
×3
Xiang Yue
×2
Yejin Choi
×2
Dinuka Sahabandu
×2

Papers

  1. BadScientist: Can a Research Agent Write Convincing but Unsound Papers that Fool LLM Reviewers?
    ACL 2026 ·
    Fengqing Jiang
    ,
    Yichen Feng
    ,
    Yuetai Li
    ,
    Luyao Niu
    ,
    Basel Alomair
    , Radha Poovendran
  2. Temporal Sampling for Forgotten Reasoning in LLMs
    ACL 2026 ·
    Yuetai Li
    ,
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Bhaskar Ramasubramanian
    ,
    Luyao Niu
    ,
    Bill Yuchen Lin
    ,
    Xiang Yue
    , Radha Poovendran
  3. ChatBug: A Common Vulnerability of Aligned LLMs Induced by Chat Templates
    AAAI 2025 ·
    Fengqing Jiang
    ,
    Zhangchen Xu
    ,
    Luyao Niu
    ,
    Bill Yuchen Lin
    , Radha Poovendran
  4. KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
    ACL 2025 ·
    Zhangchen Xu
    ,
    Yang Liu
    ,
    Yueqin Yin
    ,
    Mingyuan Zhou
    , Radha Poovendran
  5. Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
    ICLR 2025 ·
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    ,
    Yuntian Deng
    , Radha Poovendran,
    Yejin Choi
    ,
    Bill Yuchen Lin
  6. SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
    ACL 2025 ·
    Fengqing Jiang
    ,
    Zhangchen Xu
    ,
    Yuetai Li
    ,
    Luyao Niu
    ,
    Zhen Xiang
    ,
    Bo Li
    ,
    Bill Yuchen Lin
    , Radha Poovendran
  7. Small Models Struggle to Learn from Strong Reasoners
    ACL 2025 ·
    Yuetai Li
    ,
    Xiang Yue
    ,
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    ,
    Bill Yuchen Lin
    ,
    Bhaskar Ramasubramanian
    , Radha Poovendran
  8. Stronger Models are Not Always Stronger Teachers for Instruction Tuning
    NAACL 2025 ·
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    ,
    Bill Yuchen Lin
    , Radha Poovendran
  9. ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
    ICML 2025 ·
    Bill Yuchen Lin
    ,
    Ronan Le Bras
    ,
    Kyle Richardson
    ,
    Ashish Sabharwal
    , Radha Poovendran,
    Peter Clark
    ,
    Yejin Choi
  10. ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning
    USENIX Security 2024 ·
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    ,
    Jinyuan Jia
    ,
    Bo Li
    , Radha Poovendran
  11. ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs
    ACL 2024 ·
    Fengqing Jiang
    ,
    Zhangchen Xu
    ,
    Luyao Niu
    ,
    Zhen Xiang
    ,
    Bhaskar Ramasubramanian
    ,
    Bo Li
    , Radha Poovendran
  12. BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
    ICLR 2024 ·
    Zhen Xiang
    ,
    Fengqing Jiang
    ,
    Zidi Xiong
    ,
    Bhaskar Ramasubramanian
    , Radha Poovendran,
    Bo Li
  13. CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models
    EMNLP 2024 ·
    Yuetai Li
    ,
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    ,
    Dinuka Sahabandu
    ,
    Bhaskar Ramasubramanian
    , Radha Poovendran
  14. EDC: Effective and Efficient Dialog Comprehension For Dialog State Tracking
    NAACL 2024 ·
    Qifan Lu
    ,
    Bhaskar Ramasubramanian
    , Radha Poovendran
  15. Fault Tolerant Neural Control Barrier Functions for Robotic Systems under Sensor Faults and Attacks
    ICRA 2024 ·
    Hongchao Zhang
    ,
    Luyao Niu
    ,
    Andrew Clark
    , Radha Poovendran
  16. POSTER: Double-Dip: Thwarting Label-Only Membership Inference Attacks with Transfer Learning and Randomization
    AsiaCCS 2024 ·
    Arezoo Rajabi
    ,
    Reeya Pimple
    ,
    Aiswarya Janardhanan
    ,
    Surudhi Asokraj
    ,
    Bhaskar Ramasubramanian
    , Radha Poovendran
  17. POSTER: Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors
    AsiaCCS 2024 ·
    Dinuka Sahabandu
    ,
    Xiaojun Xu
    ,
    Arezoo Rajabi
    ,
    Luyao Niu
    ,
    Bhaskar Ramasubramanian
    ,
    Bo Li
    , Radha Poovendran
  18. POSTER: Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications
    AsiaCCS 2024 ·
    Fengqing Jiang
    ,
    Zhangchen Xu
    ,
    Luyao Niu
    ,
    Boxin Wang
    ,
    Jinyuan Jia
    ,
    Bo Li
    , Radha Poovendran
  19. Poster: Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning
    AsiaCCS 2024 ·
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    ,
    Jinyuan Jia
    , Radha Poovendran
  20. SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
    ACL 2024 ·
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    ,
    Jinyuan Jia
    ,
    Bill Yuchen Lin
    , Radha Poovendran