PPaperPicks

Furong Huang

University of Maryland, College Park, USA

59 papers at tracked venues · 47 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×14NeurIPS ×10ICML ×9ACL ×5NAACL ×5EMNLP ×4AAAI ×3ICCV ×3CVPR ×2AISTATS ×1EACL ×1ICRA ×1SIGIR ×1

Frequent coauthors

Souradip Chakraborty
×13
Xiyao Wang
×12
Bang An
×10
Xiaoyu Liu
×10
Amrit Singh Bedi
×9
Yuhang Zhou
×9
Dinesh Manocha
×9
Yongyuan Liang
×9
Yuancheng Xu
×8
Yanchao Sun
×8
Ruijie Zheng
×8
Aakriti Agrawal
×7

Papers

  1. AdvBDGen: A Robust Framework for Generating Adaptive and Stealthy Backdoors in LLM Alignment
    AAAI 2026 ·
    Pankayaraj Pathmanathan
    ,
    Udari Madhushani Sehwag
    ,
    Michael-Andrei Panaitescu-Liess
    ,
    Cho-Yu Jason Chiang
    , Furong Huang
  2. EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles
    ACL 2026 ·
    Aakriti Agrawal
    ,
    Mucong Ding
    ,
    Chenghao Deng
    ,
    Zora Che
    ,
    Arjun Rajaram
    ,
    Anirudh Satheesh
    ,
    Bang An
    ,
    C. Bayan Bruss
    ,
    John Langford
    , Furong Huang
  3. 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
  4. Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling
    ACL 2026 ·
    Pankayaraj Pathmanathan
    , Furong Huang
  5. Towards Mitigating Hallucinations in Large Vision-Language Models by Refining Textual Embeddings
    ACL 2026 ·
    Aakriti Agrawal
    ,
    Gouthaman KV
    ,
    Rohith Aralikatti
    ,
    Gauri Jagatap
    ,
    Jiaxin Yuan
    ,
    Sarvesh Baskar
    ,
    Vijay Kamarshi
    ,
    Andrea Fanelli
    , Furong Huang
  6. 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
  7. Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
    ICLR 2025 ·
    Yingzi Ma
    ,
    Jiongxiao Wang
    ,
    Fei Wang
    ,
    Siyuan Ma
    ,
    Jiazhao Li
    ,
    Jinsheng Pan
    ,
    Xiujun Li
    , Furong Huang,
    Lichao Sun
    ,
    Bo Li
    ,
    Yejin Choi
    ,
    Muhao Chen
    ,
    Chaowei Xiao
  8. CSRec: Rethinking Sequential Recommendation from A Causal Perspective
    SIGIR 2025 ·
    Xiaoyu Liu
    ,
    Jiaxin Yuan
    ,
    Yuhang Zhou
    ,
    Jingling Li
    , Furong Huang,
    Wei Ai
  9. 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
  10. 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
  11. DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data
    EMNLP 2025 ·
    Yuhang Zhou
    ,
    Jing Zhu
    ,
    Shengyi Qian
    ,
    Zhuokai Zhao
    ,
    Xiyao Wang
    ,
    Xiaoyu Liu
    ,
    Ming Li
    ,
    Paiheng Xu
    ,
    Wei Ai
    , Furong Huang
  12. 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
  13. Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
    NAACL 2025 ·
    Xiyao Wang
    ,
    Jiuhai Chen
    ,
    Zhaoyang Wang
    ,
    Yuhang Zhou
    ,
    Yiyang Zhou
    ,
    Huaxiu Yao
    ,
    Tianyi Zhou
    ,
    Tom Goldstein
    ,
    Parminder Bhatia
    ,
    Taha A. Kass-Hout
    , Furong Huang,
    Cao Xiao
  14. GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment
    ICLR 2025 ·
    Yuancheng Xu
    ,
    Udari Madhushani Sehwag
    ,
    Alec Koppel
    ,
    Sicheng Zhu
    ,
    Bang An
    , Furong Huang,
    Sumitra Ganesh
  15. GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning
    ICCV 2025 ·
    Kelin Yu
    ,
    Sheng Zhang
    ,
    Harshit Soora
    , Furong Huang,
    Heng Huang
    ,
    Pratap Tokekar
    ,
    Ruohan Gao
  16. 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
  17. 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
  18. Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey
    NAACL 2025 ·
    Xiaoyu Liu
    ,
    Paiheng Xu
    ,
    Junda Wu
    ,
    Jiaxin Yuan
    ,
    Yifan Yang
    ,
    Yuhang Zhou
    ,
    Fuxiao Liu
    ,
    Tianrui Guan
    ,
    Haoliang Wang
    ,
    Tong Yu
    ,
    Julian J. McAuley
    ,
    Wei Ai
    , Furong Huang
  19. MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs
    NAACL 2025 ·
    Yuhang Zhou
    ,
    Giannis Karamanolakis
    ,
    Victor Soto
    ,
    Anna Rumshisky
    ,
    Mayank Kulkarni
    , Furong Huang,
    Wei Ai
    ,
    Jianhua Lu
  20. PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models
    NAACL 2025 ·
    Michael-Andrei Panaitescu-Liess
    ,
    Pankayaraj Pathmanathan
    ,
    Yigitcan Kaya
    ,
    Zora Che
    ,
    Bang An
    ,
    Sicheng Zhu
    ,
    Aakriti Agrawal
    , Furong Huang
  21. Safety Guaranteed Robust Multi-Agent Reinforcement Learning with Hierarchical Control for Connected and Automated Vehicles
    ICRA 2025 ·
    Zhili Zhang
    ,
    H. M. Sabbir Ahmad
    ,
    Ehsan Sabouni
    ,
    Yanchao Sun
    , Furong Huang,
    Wenchao Li
    ,
    Fei Miao
  22. Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
    ICCV 2025 ·
    Xiyao Wang
    ,
    Zhengyuan Yang
    ,
    Linjie Li
    ,
    Hongjin Lu
    ,
    Yuancheng Xu
    ,
    Chung-Ching Lin
    ,
    Kevin Lin
    , Furong Huang,
    Lijuan Wang
  23. SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
    NeurIPS 2025 ·
    Xiyao Wang
    ,
    Zhengyuan Yang
    ,
    Chao Feng
    ,
    Hongjin Lu
    ,
    Linjie Li
    ,
    Chung-Ching Lin
    ,
    Kevin Lin
    , Furong Huang,
    Lijuan Wang
  24. Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory
    AISTATS 2025 ·
    Zhi Zhang
    ,
    Chris Chow
    ,
    Yasi Zhang
    ,
    Yanchao Sun
    ,
    Haochen Zhang
    ,
    Eric Hanchen Jiang
    ,
    Han Liu
    , Furong Huang,
    Yuchen Cui
    ,
    Oscar Hernan Madrid Padilla
  25. TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies
    ICLR 2025 ·
    Ruijie Zheng
    ,
    Yongyuan Liang
    ,
    Shuaiyi Huang
    ,
    Jianfeng Gao
    ,
    Hal Daumé III
    ,
    Andrey Kolobov
    , Furong Huang,
    Jianwei Yang
  26. 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
  27. ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
    NeurIPS 2025 ·
    Xiyao Wang
    ,
    Zhengyuan Yang
    ,
    Chao Feng
    ,
    Yuhang Zhou
    ,
    Xiaoyu Liu
    ,
    Yongyuan Liang
    ,
    Ming Li
    ,
    Ziyi Zang
    ,
    Linjie Li
    ,
    Chung-Ching Lin
    ,
    Kevin Lin
    , Furong Huang,
    Lijuan Wang
  28. World Models with Hints of Large Language Models for Goal Achieving
    NAACL 2025 ·
    Zeyuan Liu
    ,
    Ziyu Huan
    ,
    Xiyao Wang
    ,
    Jiafei Lyu
    ,
    Jian Tao
    ,
    Xiu Li
    , Furong Huang,
    Huazhe Xu
  29. Zero-Shot Vision Encoder Grafting via LLM Surrogates
    ICCV 2025 ·
    Kaiyu Yue
    ,
    Vasu Singla
    ,
    Menglin Jia
    ,
    John Kirchenbauer
    ,
    Rifaa Qadri
    ,
    Zikui Cai
    ,
    Abhinav Bhatele
    , Furong Huang,
    Tom Goldstein
  30. A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM)
    ICML 2024 ·
    Dehao Yuan
    ,
    Cornelia Fermüller
    ,
    Tahseen Rabbani
    , Furong Huang,
    Yiannis Aloimonos
  31. ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
    ICML 2024 ·
    Tianying Ji
    ,
    Yongyuan Liang
    ,
    Yan Zeng
    ,
    Yu Luo
    ,
    Guowei Xu
    ,
    Jiawei Guo
    ,
    Ruijie Zheng
    , Furong Huang,
    Fuchun Sun
    ,
    Huazhe Xu
  32. Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate
    ICML 2024 ·
    Yuancheng Xu
    ,
    Chenghao Deng
    ,
    Yanchao Sun
    ,
    Ruijie Zheng
    ,
    Xiyao Wang
    ,
    Jieyu Zhao
    , Furong Huang
  33. AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models
    EMNLP 2024 ·
    Xiyang Wu
    ,
    Tianrui Guan
    ,
    Dianqi Li
    ,
    Shuaiyi Huang
    ,
    Xiaoyu Liu
    ,
    Xijun Wang
    ,
    Ruiqi Xian
    ,
    Abhinav Shrivastava
    , Furong Huang,
    Jordan L. Boyd-Graber
    ,
    Tianyi Zhou
    ,
    Dinesh Manocha
  34. Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies
    ICLR 2024 ·
    Xiangyu Liu
    ,
    Chenghao Deng
    ,
    Yanchao Sun
    ,
    Yongyuan Liang
    , Furong Huang
  35. Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance
    NeurIPS 2024 ·
    Joshua McClellan
    ,
    Naveed Haghani
    ,
    John Winder
    , Furong Huang,
    Pratap Tokekar
  36. COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL
    ICLR 2024 ·
    Xiyao Wang
    ,
    Ruijie Zheng
    ,
    Yanchao Sun
    ,
    Ruonan Jia
    ,
    Wichayaporn Wongkamjan
    ,
    Huazhe Xu
    , Furong Huang
  37. Decodable and Sample Invariant Continuous Object Encoder
    ICLR 2024 ·
    Dehao Yuan
    , Furong Huang,
    Cornelia Fermüller
    ,
    Yiannis Aloimonos
  38. DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
    ICLR 2024 ·
    Guowei Xu
    ,
    Ruijie Zheng
    ,
    Yongyuan Liang
    ,
    Xiyao Wang
    ,
    Zhecheng Yuan
    ,
    Tianying Ji
    ,
    Yu Luo
    ,
    Xiaoyu Liu
    ,
    Jiaxin Yuan
    ,
    Pu Hua
    ,
    Shuzhen Li
    ,
    Yanjie Ze
    ,
    Hal Daumé III
    , Furong Huang,
    Huazhe Xu
  39. Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization
    NeurIPS 2024 ·
    Mucong Ding
    ,
    Chenghao Deng
    ,
    Jocelyn Choo
    ,
    Zichu Wu
    ,
    Aakriti Agrawal
    ,
    Avi Schwarzschild
    ,
    Tianyi Zhou
    ,
    Tom Goldstein
    ,
    John Langford
    ,
    Animashree Anandkumar
    , Furong Huang
  40. Explore Spurious Correlations at the Concept Level in Language Models for Text Classification
    ACL 2024 ·
    Yuhang Zhou
    ,
    Paiheng Xu
    ,
    Xiaoyu Liu
    ,
    Bang An
    ,
    Wei Ai
    , Furong Huang
  41. FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
    NeurIPS 2024 ·
    Marco Bornstein
    ,
    Amrit Singh Bedi
    ,
    Abdirisak Mohamed
    , Furong Huang
  42. Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations
    ICLR 2024 ·
    Yongyuan Liang
    ,
    Yanchao Sun
    ,
    Ruijie Zheng
    ,
    Xiangyu Liu
    ,
    Benjamin Eysenbach
    ,
    Tuomas Sandholm
    , Furong Huang,
    Stephen Marcus McAleer
  43. Hallusionbench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
    CVPR 2024 ·
    Tianrui Guan
    ,
    Fuxiao Liu
    ,
    Xiyang Wu
    ,
    Ruiqi Xian
    ,
    Zongxia Li
    ,
    Xiaoyu Liu
    ,
    Xijun Wang
    ,
    Lichang Chen
    , Furong Huang,
    Yaser Yacoob
    ,
    Dinesh Manocha
    ,
    Tianyi Zhou
  44. Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds
    ICLR 2024 ·
    Michael-Andrei Panaitescu-Liess
    ,
    Yigitcan Kaya
    ,
    Sicheng Zhu
    , Furong Huang,
    Tudor Dumitras
  45. Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion
    NeurIPS 2024 ·
    Yongyuan Liang
    ,
    Tingqiang Xu
    ,
    Kaizhe Hu
    ,
    Guangqi Jiang
    , Furong Huang,
    Huazhe Xu
  46. 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
  47. Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
    ACL 2024 ·
    Xiyao Wang
    ,
    Yuhang Zhou
    ,
    Xiaoyu Liu
    ,
    Hongjin Lu
    ,
    Yuancheng Xu
    ,
    Feihong He
    ,
    Jaehong Yoon
    ,
    Taixi Lu
    ,
    Fuxiao Liu
    ,
    Gedas Bertasius
    ,
    Mohit Bansal
    ,
    Huaxiu Yao
    , Furong Huang
  48. Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation
    EMNLP 2024 ·
    Yuhang Zhou
    ,
    Jing Zhu
    ,
    Paiheng Xu
    ,
    Xiaoyu Liu
    ,
    Xiyao Wang
    ,
    Danai Koutra
    ,
    Wei Ai
    , Furong Huang
  49. 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
  50. PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control
    ICML 2024 ·
    Ruijie Zheng
    ,
    Ching-An Cheng
    ,
    Hal Daumé III
    , Furong Huang,
    Andrey Kolobov
  51. PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts
    ICLR 2024 ·
    Bang An
    ,
    Sicheng Zhu
    ,
    Michael-Andrei Panaitescu-Liess
    ,
    Chaithanya Kumar Mummadi
    , Furong Huang
  52. Position: On the Possibilities of AI-Generated Text Detection
    ICML 2024 ·
    Souradip Chakraborty
    ,
    Amrit S. Bedi
    ,
    Sicheng Zhu
    ,
    Bang An
    ,
    Dinesh Manocha
    , Furong Huang
  53. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    ,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    , Furong Huang,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    ,
    Meng Jiang
    ,
    Mohit Bansal
    ,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    ,
    Jiawei Han
    ,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    ,
    Lifang He
    ,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    ,
    Philip S. Yu
    ,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    ,
    Tianming Liu
    ,
    Tianyi Zhou
    ,
    William Wang
    ,
    Xiang Li
    ,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    ,
    Yanfang Ye
    ,
    Yinzhi Cao
    ,
    Yong Chen
    ,
    Yue Zhao
  54. Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss
    ICML 2024 ·
    Ruijie Zheng
    ,
    Yongyuan Liang
    ,
    Xiyao Wang
    ,
    Shuang Ma
    ,
    Hal Daumé III
    ,
    Huazhe Xu
    ,
    John Langford
    ,
    Praveen Palanisamy
    ,
    Kalyan Shankar Basu
    , Furong Huang
  55. Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RL
    ICLR 2024 ·
    Xiangyu Liu
    ,
    Souradip Chakraborty
    ,
    Yanchao Sun
    , Furong Huang
  56. SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation
    ICLR 2024 ·
    Mucong Ding
    ,
    Bang An
    ,
    Yuancheng Xu
    ,
    Anirudh Satheesh
    , Furong Huang
  57. Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
    NeurIPS 2024 ·
    Yuancheng Xu
    ,
    Jiarui Yao
    ,
    Manli Shu
    ,
    Yanchao Sun
    ,
    Zichu Wu
    ,
    Ning Yu
    ,
    Tom Goldstein
    , Furong Huang
  58. 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
  59. WAVES: Benchmarking the Robustness of Image Watermarks
    ICML 2024 ·
    Bang An
    ,
    Mucong Ding
    ,
    Tahseen Rabbani
    ,
    Aakriti Agrawal
    ,
    Yuancheng Xu
    ,
    Chenghao Deng
    ,
    Sicheng Zhu
    ,
    Abdirisak Mohamed
    ,
    Yuxin Wen
    ,
    Tom Goldstein
    , Furong Huang