PPaperPicks

Souradip Chakraborty

18 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

NeurIPS ×4AAAI ×3ICLR ×3ICML ×3CVPR ×1EACL ×1ECML-PKDD ×1EMNLP ×1IROS ×1

Frequent coauthors

Furong Huang
×13
Amrit Singh Bedi
×12
Dinesh Manocha
×9
Mengdi Wang
×7
Soumya Suvra Ghosal
×5
Bang An
×3
Avinash Reddy
×3
Alec Koppel
×3
Anirudh Satheesh
×2
Aakriti Agrawal
×2
Tom Goldstein
×2
Pankayaraj Pathmanathan
×2

Papers

  1. Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs
    EACL 2026 ·
    James Beetham
    , Souradip Chakraborty,
    Mengdi Wang
    ,
    Furong Huang
    ,
    Amrit Singh Bedi
    ,
    Mubarak Shah
  2. A Technical Report on "Erasing the Invisible": The 2024 NeurIPS Competition on Stress Testing Image Watermarks
    NeurIPS 2025 ·
    Mucong Ding
    ,
    Bang An
    ,
    Tahseen Rabbani
    ,
    Chenghao Deng
    ,
    Anirudh Satheesh
    , Souradip Chakraborty,
    Mehrdad Saberi
    ,
    Yuxin Wen
    ,
    Kyle Sang
    ,
    Aakriti Agrawal
    ,
    Xuandong Zhao
    ,
    Mo Zhou
    ,
    Mary-Anne Hartley
    ,
    Lei Li
    ,
    Yu-Xiang Wang
    ,
    Vishal M. Patel
    ,
    Soheil Feizi
    ,
    Tom Goldstein
    ,
    Furong Huang
  3. Active Preference Optimization for Sample Efficient RLHF
    ECML-PKDD 2025 ·
    Nirjhar Das
    , Souradip Chakraborty,
    Aldo Pacchiano
    ,
    Sayak Ray Chowdhury
  4. Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment
    AAAI 2025 ·
    Prashant Trivedi
    , Souradip Chakraborty,
    Avinash Reddy
    ,
    Vaneet Aggarwal
    ,
    Amrit Singh Bedi
    ,
    George K. Atia
  5. Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time
    ICML 2025 ·
    Mohamad Fares El Hajj Chehade
    ,
    Soumya Suvra Ghosal
    , Souradip Chakraborty,
    Avinash Reddy
    ,
    Dinesh Manocha
    ,
    Hao Zhu
    ,
    Amrit Singh Bedi
  6. Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data?
    AAAI 2025 ·
    Michael-Andrei Panaitescu-Liess
    ,
    Zora Che
    ,
    Bang An
    ,
    Yuancheng Xu
    ,
    Pankayaraj Pathmanathan
    , Souradip Chakraborty,
    Sicheng Zhu
    ,
    Tom Goldstein
    ,
    Furong Huang
  7. Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
    ICLR 2025 · Souradip Chakraborty,
    Sujay Bhatt
    ,
    Udari Madhushani Sehwag
    ,
    Soumya Suvra Ghosal
    ,
    Jiahao Qiu
    ,
    Mengdi Wang
    ,
    Dinesh Manocha
    ,
    Furong Huang
    ,
    Alec Koppel
    ,
    Sumitra Ganesh
  8. Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models
    NeurIPS 2025 ·
    Soumya Suvra Ghosal
    , Souradip Chakraborty,
    Avinash Reddy
    ,
    Yifu Lu
    ,
    Mengdi Wang
    ,
    Dinesh Manocha
    ,
    Furong Huang
    ,
    Mohammad Ghavamzadeh
    ,
    Amrit Singh Bedi
  9. Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
    CVPR 2025 ·
    Soumya Suvra Ghosal
    , Souradip Chakraborty,
    Vaibhav Singh
    ,
    Tianrui Guan
    ,
    Mengdi Wang
    ,
    Ahmad Beirami
    ,
    Furong Huang
    ,
    Alvaro Velasquez
    ,
    Dinesh Manocha
    ,
    Amrit Singh Bedi
  10. Is Poisoning a Real Threat to DPO? Maybe More So Than You Think
    AAAI 2025 ·
    Pankayaraj Pathmanathan
    , Souradip Chakraborty,
    Xiangyu Liu
    ,
    Yongyuan Liang
    ,
    Furong Huang
  11. On the Global Optimality of Policy Gradient Methods in General Utility Reinforcement Learning
    NeurIPS 2025 ·
    Anas Barakat
    , Souradip Chakraborty,
    Peihong Yu
    ,
    Pratap Tokekar
    ,
    Amrit Singh Bedi
  12. On the Vulnerability of LLM/VLM-Controlled Robotics
    IROS 2025 ·
    Xiyang Wu
    , Souradip Chakraborty,
    Ruiqi Xian
    ,
    Jing Liang
    ,
    Tianrui Guan
    ,
    Fuxiao Liu
    ,
    Brian M. Sadler
    ,
    Dinesh Manocha
    ,
    Amrit Singh Bedi
  13. Uncertainty-Aware Answer Selection for Improved Reasoning in Multi-LLM Systems
    EMNLP 2025 ·
    Aakriti Agrawal
    ,
    Rohith Aralikatti
    ,
    Anirudh Satheesh
    , Souradip Chakraborty,
    Amrit Singh Bedi
    ,
    Furong Huang
  14. MaxMin-RLHF: Alignment with Diverse Human Preferences
    ICML 2024 · Souradip Chakraborty,
    Jiahao Qiu
    ,
    Hui Yuan
    ,
    Alec Koppel
    ,
    Dinesh Manocha
    ,
    Furong Huang
    ,
    Amrit S. Bedi
    ,
    Mengdi Wang
  15. PARL: A Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback
    ICLR 2024 · Souradip Chakraborty,
    Amrit Singh Bedi
    ,
    Alec Koppel
    ,
    Huazheng Wang
    ,
    Dinesh Manocha
    ,
    Mengdi Wang
    ,
    Furong Huang
  16. Position: On the Possibilities of AI-Generated Text Detection
    ICML 2024 · Souradip Chakraborty,
    Amrit S. Bedi
    ,
    Sicheng Zhu
    ,
    Bang An
    ,
    Dinesh Manocha
    ,
    Furong Huang
  17. Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RL
    ICLR 2024 ·
    Xiangyu Liu
    , Souradip Chakraborty,
    Yanchao Sun
    ,
    Furong Huang
  18. Transfer Q-star : Principled Decoding for LLM Alignment
    NeurIPS 2024 · Souradip Chakraborty,
    Soumya Suvra Ghosal
    ,
    Ming Yin
    ,
    Dinesh Manocha
    ,
    Mengdi Wang
    ,
    Amrit Singh Bedi
    ,
    Furong Huang