PPaperPicks

Bo Li

University of Illinois at Urbana-Champaign (UIUC), Department of Computer Science, IL, USA

78 papers at tracked venues · 71 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4883-7267 ↗Google Scholar ↗Homepage ↗

Venues

ICML ×20ICLR ×16NeurIPS ×13ACL ×6CCS ×4AAAI ×3CVPR ×3EMNLP ×3AsiaCCS ×2NDSS ×2USENIX Security ×2NAACL ×1S&P ×1VLDB ×1WSDM ×1

Frequent coauthors

Dawn Song
×18
Mintong Kang
×10
Chaowei Xiao
×9
Chejian Xu
×8
Zhaorun Chen
×8
Chulin Xie
×8
Yi Zeng
×6
Jiawei Zhang
×6
Minhui Xue
×6
Zhen Xiang
×6
Radha Poovendran
×6
Andy Zhou
×5

Papers

  1. Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks
    ACL 2026 ·
    Guangwei Zhang
    ,
    Jianing Zhu
    ,
    Cheng Qian
    ,
    Neil Zhenqiang Gong
    ,
    Rada Mihalcea
    ,
    Zhaozhuo Xu
    ,
    Jingrui He
    ,
    Jiaqi W. Ma
    ,
    Chaowei Xiao
    , Bo Li,
    Ahmed Abbasi
    ,
    Dongwon Lee
    ,
    Heng Ji
    ,
    Denghui Zhang
  2. From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models
    ACL 2026 ·
    Chejian Xu
    ,
    Wei Ping
    ,
    Peng Xu
    ,
    Zihan Liu
    ,
    Boxin Wang
    ,
    Mohammad Shoeybi
    , Bo Li,
    Bryan Catanzaro
  3. A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems
    EMNLP 2025 · Bo Li,
    Huanming Zhang
    ,
    Yuhua Jiang
    ,
    Yucong Wang
    ,
    Tengyu Zhang
    ,
    Shaoqiang Yan
    ,
    Hongyao Li
    ,
    Yihong Liu
    ,
    Feifei Gao
  4. AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories
    ICLR 2025 ·
    Yi Zeng
    ,
    Yu Yang
    ,
    Andy Zhou
    ,
    Jeffrey Ziwei Tan
    ,
    Yuheng Tu
    ,
    Yifan Mai
    ,
    Kevin Klyman
    ,
    Minzhou Pan
    ,
    Ruoxi Jia
    ,
    Dawn Song
    ,
    Percy Liang
    , Bo Li
  5. AdvAgent: Controllable Blackbox Red-teaming on Web Agents
    ICML 2025 ·
    Chejian Xu
    ,
    Mintong Kang
    ,
    Jiawei Zhang
    ,
    Zeyi Liao
    ,
    Lingbo Mo
    ,
    Mengqi Yuan
    ,
    Huan Sun
    , Bo Li
  6. AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
    ICLR 2025 ·
    Mintong Kang
    ,
    Chejian Xu
    , Bo Li
  7. Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
    NeurIPS 2025 ·
    Xiaojun Jia
    ,
    Sensen Gao
    ,
    Simeng Qin
    ,
    Tianyu Pang
    ,
    Chao Du
    ,
    Yihao Huang
    ,
    Xinfeng Li
    ,
    Yiming Li
    , Bo Li,
    Yang Liu
  8. Anyprefer: An Agentic Framework for Preference Data Synthesis
    ICLR 2025 ·
    Yiyang Zhou
    ,
    Zhaoyang Wang
    ,
    Tianle Wang
    ,
    Shangyu Xing
    ,
    Peng Xia
    , Bo Li,
    Kaiyuan Zheng
    ,
    Zijian Zhang
    ,
    Zhaorun Chen
    ,
    Wenhao Zheng
    ,
    Xuchao Zhang
    ,
    Chetan Bansal
    ,
    Weitong Zhang
    ,
    Ying Wei
    ,
    Mohit Bansal
    ,
    Huaxiu Yao
  9. AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs
    ICLR 2025 ·
    Xiaogeng Liu
    ,
    Peiran Li
    ,
    G. Edward Suh
    ,
    Yevgeniy Vorobeychik
    ,
    Zhuoqing Mao
    ,
    Somesh Jha
    ,
    Patrick McDaniel
    ,
    Huan Sun
    , Bo Li,
    Chaowei Xiao
  10. AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
    NeurIPS 2025 ·
    Andy Zhou
    ,
    Kevin Wu
    ,
    Francesco Pinto
    ,
    Zhaorun Chen
    ,
    Yi Zeng
    ,
    Yu Yang
    ,
    Shuang Yang
    ,
    Sanmi Koyejo
    ,
    James Y. Zou
    , Bo Li
  11. 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
  12. C-SafeGen: Certified Safe LLM Generation with Claim-Based Streaming Guardrails
    NeurIPS 2025 ·
    Mintong Kang
    ,
    Zhaorun Chen
    , Bo Li
  13. CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization
    USENIX Security 2025 ·
    Derui Wang
    ,
    Kristen Moore
    ,
    Diksha Goel
    ,
    Minjune Kim
    ,
    Gang Li
    ,
    Yang Li
    ,
    Robin Doss
    ,
    Minhui Xue
    , Bo Li,
    Seyit Camtepe
    ,
    Liming Zhu
  14. COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks
    AAAI 2025 ·
    Zijian Huang
    ,
    Wenda Chu
    ,
    Linyi Li
    ,
    Chejian Xu
    , Bo Li
  15. Can Watermarks be Used to Detect LLM IP Infringement For Free?
    ICLR 2025 ·
    Zhengyue Zhao
    ,
    Xiaogeng Liu
    ,
    Somesh Jha
    ,
    Patrick McDaniel
    , Bo Li,
    Chaowei Xiao
  16. DiffScene: Diffusion-Based Safety-Critical Scenario Generation for Autonomous Vehicles
    AAAI 2025 ·
    Chejian Xu
    ,
    Aleksandr Petiushko
    ,
    Ding Zhao
    , Bo Li
  17. Eia: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage
    ICLR 2025 ·
    Zeyi Liao
    ,
    Lingbo Mo
    ,
    Chejian Xu
    ,
    Mintong Kang
    ,
    Jiawei Zhang
    ,
    Chaowei Xiao
    ,
    Yuan Tian
    , Bo Li,
    Huan Sun
  18. GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning
    ICML 2025 ·
    Zhen Xiang
    ,
    Linzhi Zheng
    ,
    Yanjie Li
    ,
    Junyuan Hong
    ,
    Qinbin Li
    ,
    Han Xie
    ,
    Jiawei Zhang
    ,
    Zidi Xiong
    ,
    Chulin Xie
    ,
    Carl Yang
    ,
    Dawn Song
    , Bo Li
  19. Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications
    ACL 2025 ·
    Traian Rebedea
    ,
    Leon Derczynski
    ,
    Shaona Ghosh
    ,
    Makesh Narsimhan Sreedhar
    ,
    Faeze Brahman
    ,
    Liwei Jiang
    , Bo Li,
    Yulia Tsvetkov
    ,
    Christopher Parisien
    ,
    Yejin Choi
  20. LAMPS '25: ACM CCS Workshop on Large AI Systems and Models with Privacy and Security Analysis
    CCS 2025 ·
    Kwok-Yan Lam
    ,
    Xiaoning Liu
    ,
    Derui Wang
    , Bo Li,
    Wenyuan Xu
    ,
    Jieshan Chen
    ,
    Minhui Xue
    ,
    Xingliang Yuan
    ,
    Guangdong Bai
    ,
    Shuo Wang
  21. Learning Adaptive Lighting via Channel-Aware Guidance
    ICML 2025 ·
    Qirui Yang
    ,
    Peng-Tao Jiang
    ,
    Hao Zhang
    ,
    Jinwei Chen
    , Bo Li,
    Huanjing Yue
    ,
    Jingyu Yang
  22. Photography Perspective Composition: Towards Aesthetic Perspective Recommendation
    NeurIPS 2025 ·
    Lujian Yao
    ,
    Siming Zheng
    ,
    Xinbin Yuan
    ,
    Zhuoxuan Cai
    ,
    Pu Wu
    ,
    Jinwei Chen
    , Bo Li,
    Peng-Tao Jiang
  23. PolyGuard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
    NeurIPS 2025 ·
    Mintong Kang
    ,
    Zhaorun Chen
    ,
    Chejian Xu
    ,
    Jiawei Zhang
    ,
    Chengquan Guo
    ,
    Minzhou Pan
    ,
    Ivan Revilla
    ,
    Yu Sun
    , Bo Li
  24. Provably Unlearnable Data Examples
    NDSS 2025 ·
    Derui Wang
    ,
    Minhui Xue
    , Bo Li,
    Seyit Camtepe
    ,
    Liming Zhu
  25. R2-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning
    ICLR 2025 ·
    Mintong Kang
    , Bo Li
  26. Reliable and Efficient Amortized Model-based Evaluation
    ICML 2025 ·
    Sang T. Truong
    ,
    Yuheng Tu
    ,
    Percy Liang
    , Bo Li,
    Sanmi Koyejo
  27. SE-GUI: Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
    NeurIPS 2025 ·
    Xinbin Yuan
    ,
    Jian Jun Zhang
    ,
    Kaixin Li
    ,
    Zhuoxuan Cai
    ,
    Lujian Yao
    ,
    Jie Chen
    ,
    Enguang Wang
    ,
    Qibin Hou
    ,
    Jinwei Chen
    ,
    Peng-Tao Jiang
    , Bo Li
  28. SECODEPLT: A Unified Benchmark for Evaluating the Security Risks and Capabilities of Code GenAI
    NeurIPS 2025 ·
    Yuzhou Nie
    ,
    Zhun Wang
    ,
    Yu Yang
    ,
    Ruizhe Jiang
    ,
    Yuheng Tang
    ,
    Xander Davies
    ,
    Yarin Gal
    , Bo Li,
    Wenbo Guo
    ,
    Dawn Song
  29. SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
    ICLR 2025 ·
    Tinghao Xie
    ,
    Xiangyu Qi
    ,
    Yi Zeng
    ,
    Yangsibo Huang
    ,
    Udari Madhushani Sehwag
    ,
    Kaixuan Huang
    ,
    Luxi He
    ,
    Boyi Wei
    ,
    Dacheng Li
    ,
    Ying Sheng
    ,
    Ruoxi Jia
    , Bo Li,
    Kai Li
    ,
    Danqi Chen
    ,
    Peter Henderson
    ,
    Prateek Mittal
  30. SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
    ICML 2025 ·
    Jiawei Zhang
    ,
    Xuan Yang
    ,
    Taiqi Wang
    ,
    Yu Yao
    ,
    Aleksandr Petiushko
    , Bo Li
  31. 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
  32. SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
    ICLR 2025 ·
    Zhaorun Chen
    ,
    Francesco Pinto
    ,
    Minzhou Pan
    , Bo Li
  33. ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
    ICML 2025 ·
    Zhaorun Chen
    ,
    Mintong Kang
    , Bo Li
  34. Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study
    AAAI 2025 ·
    Zhangheng Li
    ,
    Tianlong Chen
    ,
    Linyi Li
    , Bo Li,
    Zhangyang Wang
  35. Tamper-Resistant Safeguards for Open-Weight LLMs
    ICLR 2025 ·
    Rishub Tamirisa
    ,
    Bhrugu Bharathi
    ,
    Long Phan
    ,
    Andy Zhou
    ,
    Alice Gatti
    ,
    Tarun Suresh
    ,
    Maxwell Lin
    ,
    Justin Wang
    ,
    Rowan Wang
    ,
    Ron Arel
    ,
    Andy Zou
    ,
    Dawn Song
    , Bo Li,
    Dan Hendrycks
    ,
    Mantas Mazeika
  36. Towards Statistical Factuality Guarantee for Large Vision-Language Models
    EMNLP 2025 ·
    Zhuohang Li
    ,
    Chao Yan
    ,
    Nicholas J. Jackson
    ,
    Wendi Cui
    , Bo Li,
    Jiaxin Zhang
    ,
    Bradley A. Malin
  37. UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning
    ICML 2025 ·
    Jiawei Zhang
    ,
    Shuang Yang
    , Bo Li
  38. Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning
    ICML 2025 ·
    Rongzhe Wei
    ,
    Mufei Li
    ,
    Mohsen Ghassemi
    ,
    Eleonora Kreacic
    ,
    Yifan Li
    ,
    Xiang Yue
    , Bo Li,
    Vamsi K. Potluru
    ,
    Pan Li
    ,
    Eli Chien
  39. VMDT: Decoding the Trustworthiness of Video Foundation Models
    NeurIPS 2025 ·
    Yujin Potter
    ,
    Zhun Wang
    ,
    Nicholas Crispino
    ,
    Kyle Montgomery
    ,
    Alexander Xiong
    ,
    Ethan Y. Chang
    ,
    Francesco Pinto
    ,
    Yuqi Chen
    ,
    Rahul Gupta
    ,
    Morteza Ziyadi
    ,
    Christos Christodoulopoulos
    , Bo Li,
    Chenguang Wang
    ,
    Dawn Song
  40. What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift
    CCS 2025 ·
    Jiamin Chang
    ,
    Haoyang Li
    ,
    Hammond Pearce
    ,
    Ruoxi Sun
    , Bo Li,
    Minhui Xue
  41. 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
  42. AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
    NeurIPS 2024 ·
    Zhaorun Chen
    ,
    Zhen Xiang
    ,
    Chaowei Xiao
    ,
    Dawn Song
    , Bo Li
  43. 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
  44. BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models
    EMNLP 2024 ·
    Yi Zeng
    ,
    Weiyu Sun
    ,
    Tran Ngoc Huynh
    ,
    Dawn Song
    , Bo Li,
    Ruoxi Jia
  45. BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment
    NeurIPS 2024 ·
    Jiongxiao Wang
    ,
    Jiazhao Li
    ,
    Yiquan Li
    ,
    Xiangyu Qi
    ,
    Junjie Hu
    ,
    Sharon Li
    ,
    Patrick McDaniel
    ,
    Muhao Chen
    , Bo Li,
    Chaowei Xiao
  46. BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
    ICLR 2024 ·
    Zhen Xiang
    ,
    Fengqing Jiang
    ,
    Zidi Xiong
    ,
    Bhaskar Ramasubramanian
    ,
    Radha Poovendran
    , Bo Li
  47. C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
    ICML 2024 ·
    Mintong Kang
    ,
    Nezihe Merve Gürel
    ,
    Ning Yu
    ,
    Dawn Song
    , Bo Li
  48. COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
    ICLR 2024 ·
    Mintong Kang
    ,
    Nezihe Merve Gürel
    ,
    Linyi Li
    , Bo Li
  49. CaMML: Context-Aware Multimodal Learner for Large Models
    ACL 2024 ·
    Yixin Chen
    ,
    Shuai Zhang
    ,
    Boran Han
    ,
    Tong He
    , Bo Li
  50. Can Public Large Language Models Help Private Cross-device Federated Learning?
    NAACL 2024 ·
    Boxin Wang
    ,
    Yibo Zhang
    ,
    Yuan Cao
    , Bo Li,
    Hugh McMahan
    ,
    Sewoong Oh
    ,
    Zheng Xu
    ,
    Manzil Zaheer
  51. Certifiably Byzantine-Robust Federated Conformal Prediction
    ICML 2024 ·
    Mintong Kang
    ,
    Zhen Lin
    ,
    Jimeng Sun
    ,
    Cao Xiao
    , Bo Li
  52. ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles
    CVPR 2024 ·
    Jiawei Zhang
    ,
    Chejian Xu
    , Bo Li
  53. Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness
    NeurIPS 2024 ·
    Yiquan Li
    ,
    Zhongzhu Chen
    ,
    Kun Jin
    ,
    Jiongxiao Wang
    ,
    Jiachen Lei
    , Bo Li,
    Chaowei Xiao
  54. DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
    ICLR 2024 ·
    Junyuan Hong
    ,
    Jiachen T. Wang
    ,
    Chenhui Zhang
    ,
    Zhangheng Li
    , Bo Li,
    Zhangyang Wang
  55. Data Free Backdoor Attacks
    NeurIPS 2024 ·
    Bochuan Cao
    ,
    Jinyuan Jia
    ,
    Chuxuan Hu
    ,
    Wenbo Guo
    ,
    Zhen Xiang
    ,
    Jinghui Chen
    , Bo Li,
    Dawn Song
  56. Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
    ICML 2024 ·
    Junyuan Hong
    ,
    Jinhao Duan
    ,
    Chenhui Zhang
    ,
    Zhangheng Li
    ,
    Chulin Xie
    ,
    Kelsey Lieberman
    ,
    James Diffenderfer
    ,
    Brian R. Bartoldson
    ,
    Ajay Kumar Jaiswal
    ,
    Kaidi Xu
    ,
    Bhavya Kailkhura
    ,
    Dan Hendrycks
    ,
    Dawn Song
    ,
    Zhangyang Wang
    , Bo Li
  57. Differentially Private Synthetic Data via Foundation Model APIs 2: Text
    ICML 2024 ·
    Chulin Xie
    ,
    Zinan Lin
    ,
    Arturs Backurs
    ,
    Sivakanth Gopi
    ,
    Da Yu
    ,
    Huseyin A. Inan
    ,
    Harsha Nori
    ,
    Haotian Jiang
    ,
    Huishuai Zhang
    ,
    Yin Tat Lee
    , Bo Li,
    Sergey Yekhanin
  58. Effective and Efficient Federated Tree Learning on Hybrid Data
    ICLR 2024 ·
    Qinbin Li
    ,
    Chulin Xie
    ,
    Xiaojun Xu
    ,
    Xiaoyuan Liu
    ,
    Ce Zhang
    , Bo Li,
    Bingsheng He
    ,
    Dawn Song
  59. Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing
    ICML 2024 ·
    Youwei Shu
    ,
    Xi Xiao
    ,
    Derui Wang
    ,
    Yuxin Cao
    ,
    Siji Chen
    ,
    Jason Xue
    ,
    Linyi Li
    , Bo Li
  60. Fair Federated Learning via the Proportional Veto Core
    ICML 2024 ·
    Bhaskar Ray Chaudhury
    ,
    Aniket Murhekar
    ,
    Zhuowen Yuan
    , Bo Li,
    Ruta Mehta
    ,
    Ariel D. Procaccia
  61. GRATH: Gradual Self-Truthifying for Large Language Models
    ICML 2024 ·
    Weixin Chen
    ,
    Dawn Song
    , Bo Li
  62. HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
    ICML 2024 ·
    Zhaorun Chen
    ,
    Zhuokai Zhao
    ,
    Hongyin Luo
    ,
    Huaxiu Yao
    , Bo Li,
    Jiawei Zhou
  63. HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
    ICML 2024 ·
    Mantas Mazeika
    ,
    Long Phan
    ,
    Xuwang Yin
    ,
    Andy Zou
    ,
    Zifan Wang
    ,
    Norman Mu
    ,
    Elham Sakhaee
    ,
    Nathaniel Li
    ,
    Steven Basart
    , Bo Li,
    David A. Forsyth
    ,
    Dan Hendrycks
  64. InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining
    ICML 2024 ·
    Boxin Wang
    ,
    Wei Ping
    ,
    Lawrence McAfee
    ,
    Peng Xu
    , Bo Li,
    Mohammad Shoeybi
    ,
    Bryan Catanzaro
  65. KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data
    CCS 2024 ·
    Andy Zhou
    ,
    Xiaojun Xu
    ,
    Ramesh Raghunathan
    ,
    Alok Lal
    ,
    Xinze Guan
    ,
    Bin Yu
    , Bo Li
  66. LAMPS '24: ACM CCS Workshop on Large AI Systems and Models with Privacy and Safety Analysis
    CCS 2024 · Bo Li,
    Wenyuan Xu
    ,
    Jieshan Chen
    ,
    Yang Zhang
    ,
    Minhui Xue
    ,
    Shuo Wang
    ,
    Guangdong Bai
    ,
    Xingliang Yuan
  67. LLM-PBE: Assessing Data Privacy in Large Language Models
    VLDB 2024 ·
    Qinbin Li
    ,
    Junyuan Hong
    ,
    Chulin Xie
    ,
    Jeffrey Tan
    ,
    Rachel Xin
    ,
    Junyi Hou
    ,
    Xavier Yin
    ,
    Zhun Wang
    ,
    Dan Hendrycks
    ,
    Zhangyang Wang
    , Bo Li,
    Bingsheng He
    ,
    Dawn Song
  68. MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos
    CVPR 2024 ·
    Jielin Qiu
    ,
    Jiacheng Zhu
    ,
    William Han
    ,
    Aditesh Kumar
    ,
    Karthik Mittal
    ,
    Claire Jin
    ,
    Zhengyuan Yang
    ,
    Linjie Li
    ,
    Jianfeng Wang
    ,
    Ding Zhao
    , Bo Li,
    Lijuan Wang
  69. 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
  70. 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
  71. Perada: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees
    CVPR 2024 ·
    Chulin Xie
    ,
    De-An Huang
    ,
    Wenda Chu
    ,
    Daguang Xu
    ,
    Chaowei Xiao
    , Bo Li,
    Anima Anandkumar
  72. RedCode: Risky Code Execution and Generation Benchmark for Code Agents
    NeurIPS 2024 ·
    Chengquan Guo
    ,
    Xun Liu
    ,
    Chulin Xie
    ,
    Andy Zhou
    ,
    Yi Zeng
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    Zinan Lin
    ,
    Dawn Song
    , Bo Li
  73. RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content
    ICML 2024 ·
    Zhuowen Yuan
    ,
    Zidi Xiong
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    Yi Zeng
    ,
    Ning Yu
    ,
    Ruoxi Jia
    ,
    Dawn Song
    , Bo Li
  74. Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?
    ICLR 2024 ·
    Yu-Lin Tsai
    ,
    Chia-Yi Hsu
    ,
    Chulin Xie
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    Chih-Hsun Lin
    ,
    Jia-You Chen
    , Bo Li,
    Pin-Yu Chen
    ,
    Chia-Mu Yu
    ,
    Chun-Ying Huang
  75. SHINE: Shielding Backdoors in Deep Reinforcement Learning
    ICML 2024 ·
    Zhuowen Yuan
    ,
    Wenbo Guo
    ,
    Jinyuan Jia
    , Bo Li,
    Dawn Song
  76. SoK: Privacy-Preserving Data Synthesis
    S&P 2024 ·
    Yuzheng Hu
    ,
    Fan Wu
    ,
    Qinbin Li
    ,
    Yunhui Long
    ,
    Gonzalo Munilla Garrido
    ,
    Chang Ge
    ,
    Bolin Ding
    ,
    David A. Forsyth
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    Dawn Song
  77. TextGuard: Provable Defense against Backdoor Attacks on Text Classification
    NDSS 2024 ·
    Hengzhi Pei
    ,
    Jinyuan Jia
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    Wenbo Guo
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    Dawn Song
  78. Towards Trustworthy Large Language Models
    WSDM 2024 ·
    Sanmi Koyejo
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