PPaperPicks

Bo Li

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

67 papers at tracked venues · 62 at CORE A* · active 2024–2026

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

Venues

ICML ×20ICLR ×16NeurIPS ×13ACL ×6AAAI ×3CVPR ×3EMNLP ×3NAACL ×1VLDB ×1WSDM ×1

Frequent coauthors

Mintong Kang
DBLP profile ↗ORCID search ↗
×7
Zhaorun Chen
DBLP profile ↗ORCID search ↗
×4
Chejian Xu
DBLP profile ↗ORCID search ↗
×3
Yi Zeng
DBLP profile ↗ORCID search ↗
×2
Zhen Xiang
DBLP profile ↗ORCID search ↗
×2
Jiawei Zhang
DBLP profile ↗ORCID search ↗
×2
Fengqing Jiang
DBLP profile ↗ORCID search ↗
×2
Boxin Wang
DBLP profile ↗ORCID search ↗
×2
Junyuan Hong
DBLP profile ↗ORCID search ↗
×2
Chulin Xie
DBLP profile ↗ORCID search ↗
×2
Qinbin Li
DBLP profile ↗ORCID search ↗
×2
Zhuowen Yuan
DBLP profile ↗ORCID search ↗
×2

Papers

  1. Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks
    ACL 2026 ·
    Guangwei Zhang
    DBLP profile ↗ORCID search ↗
  2. From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models
    ACL 2026 ·
    Chejian Xu
    DBLP profile ↗ORCID search ↗
  3. A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems
    EMNLP 2025 · Bo Li
  4. AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories
    ICLR 2025 ·
    Yi Zeng
    DBLP profile ↗ORCID search ↗
  5. AdvAgent: Controllable Blackbox Red-teaming on Web Agents
    ICML 2025 ·
    Chejian Xu
    DBLP profile ↗ORCID search ↗
  6. AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
    ICLR 2025 ·
    Mintong Kang
    DBLP profile ↗ORCID search ↗
  7. Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
    NeurIPS 2025 ·
    Xiaojun Jia
    DBLP profile ↗ORCID search ↗
  8. Anyprefer: An Agentic Framework for Preference Data Synthesis
    ICLR 2025 ·
    Yiyang Zhou
    DBLP profile ↗ORCID search ↗
  9. AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs
    ICLR 2025 ·
    Xiaogeng Liu
    DBLP profile ↗ORCID search ↗
  10. AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
    NeurIPS 2025 ·
    Andy Zhou
    DBLP profile ↗ORCID search ↗
  11. Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
    ICLR 2025 ·
    Yingzi Ma
    DBLP profile ↗ORCID search ↗
  12. C-SafeGen: Certified Safe LLM Generation with Claim-Based Streaming Guardrails
    NeurIPS 2025 ·
    Mintong Kang
    DBLP profile ↗ORCID search ↗
  13. COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks
    AAAI 2025 ·
    Zijian Huang
    DBLP profile ↗ORCID search ↗
  14. Can Watermarks be Used to Detect LLM IP Infringement For Free?
    ICLR 2025 ·
    Zhengyue Zhao
    DBLP profile ↗ORCID search ↗
  15. DiffScene: Diffusion-Based Safety-Critical Scenario Generation for Autonomous Vehicles
    AAAI 2025 ·
    Chejian Xu
    DBLP profile ↗ORCID search ↗
  16. Eia: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage
    ICLR 2025 ·
    Zeyi Liao
    DBLP profile ↗ORCID search ↗
  17. GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning
    ICML 2025 ·
    Zhen Xiang
    DBLP profile ↗ORCID search ↗
  18. Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications
    ACL 2025 ·
    Traian Rebedea
    DBLP profile ↗ORCID search ↗
  19. Learning Adaptive Lighting via Channel-Aware Guidance
    ICML 2025 ·
    Qirui Yang
    DBLP profile ↗ORCID search ↗
  20. Photography Perspective Composition: Towards Aesthetic Perspective Recommendation
    NeurIPS 2025 ·
    Lujian Yao
    DBLP profile ↗ORCID search ↗
  21. PolyGuard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
    NeurIPS 2025 ·
    Mintong Kang
    DBLP profile ↗ORCID search ↗
  22. R2-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning
    ICLR 2025 ·
    Mintong Kang
    DBLP profile ↗ORCID search ↗
  23. Reliable and Efficient Amortized Model-based Evaluation
    ICML 2025 ·
    Sang T. Truong
    DBLP profile ↗ORCID search ↗
  24. SE-GUI: Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
    NeurIPS 2025 ·
    Xinbin Yuan
    DBLP profile ↗ORCID search ↗
  25. SECODEPLT: A Unified Benchmark for Evaluating the Security Risks and Capabilities of Code GenAI
    NeurIPS 2025 ·
    Yuzhou Nie
    DBLP profile ↗ORCID search ↗
  26. SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
    ICLR 2025 ·
    Tinghao Xie
    DBLP profile ↗ORCID search ↗
  27. SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
    ICML 2025 ·
    Jiawei Zhang
    DBLP profile ↗ORCID search ↗
  28. SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
    ACL 2025 ·
    Fengqing Jiang
    DBLP profile ↗ORCID search ↗
  29. SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
    ICLR 2025 ·
    Zhaorun Chen
    DBLP profile ↗ORCID search ↗
  30. ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
    ICML 2025 ·
    Zhaorun Chen
    DBLP profile ↗ORCID search ↗
  31. Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study
    AAAI 2025 ·
    Zhangheng Li
    DBLP profile ↗ORCID search ↗
  32. Tamper-Resistant Safeguards for Open-Weight LLMs
    ICLR 2025 ·
    Rishub Tamirisa
    DBLP profile ↗ORCID search ↗
  33. Towards Statistical Factuality Guarantee for Large Vision-Language Models
    EMNLP 2025 ·
    Zhuohang Li
    DBLP profile ↗ORCID search ↗
  34. UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning
    ICML 2025 ·
    Jiawei Zhang
    DBLP profile ↗ORCID search ↗
  35. Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning
    ICML 2025 ·
    Rongzhe Wei
    DBLP profile ↗ORCID search ↗
  36. VMDT: Decoding the Trustworthiness of Video Foundation Models
    NeurIPS 2025 ·
    Yujin Potter
    DBLP profile ↗ORCID search ↗
  37. AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
    NeurIPS 2024 ·
    Zhaorun Chen
    DBLP profile ↗ORCID search ↗
  38. ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs
    ACL 2024 ·
    Fengqing Jiang
    DBLP profile ↗ORCID search ↗
  39. BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models
    EMNLP 2024 ·
    Yi Zeng
    DBLP profile ↗ORCID search ↗
  40. BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment
    NeurIPS 2024 ·
    Jiongxiao Wang
    DBLP profile ↗ORCID search ↗
  41. BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
    ICLR 2024 ·
    Zhen Xiang
    DBLP profile ↗ORCID search ↗
  42. C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
    ICML 2024 ·
    Mintong Kang
    DBLP profile ↗ORCID search ↗
  43. COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
    ICLR 2024 ·
    Mintong Kang
    DBLP profile ↗ORCID search ↗
  44. CaMML: Context-Aware Multimodal Learner for Large Models
    ACL 2024 ·
    Yixin Chen
    DBLP profile ↗ORCID search ↗
  45. Can Public Large Language Models Help Private Cross-device Federated Learning?
    NAACL 2024 ·
    Boxin Wang
    DBLP profile ↗ORCID search ↗
  46. Certifiably Byzantine-Robust Federated Conformal Prediction
    ICML 2024 ·
    Mintong Kang
    DBLP profile ↗ORCID search ↗
  47. ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles
    CVPR 2024 ·
    Jiawei Zhang
    DBLP profile ↗ORCID search ↗
  48. Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness
    NeurIPS 2024 ·
    Yiquan Li
    DBLP profile ↗ORCID search ↗
  49. DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
    ICLR 2024 ·
    Junyuan Hong
    DBLP profile ↗ORCID search ↗
  50. Data Free Backdoor Attacks
    NeurIPS 2024 ·
    Bochuan Cao
    DBLP profile ↗ORCID search ↗
  51. Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
    ICML 2024 ·
    Junyuan Hong
    DBLP profile ↗ORCID search ↗
  52. Differentially Private Synthetic Data via Foundation Model APIs 2: Text
    ICML 2024 ·
    Chulin Xie
    DBLP profile ↗ORCID search ↗
  53. Effective and Efficient Federated Tree Learning on Hybrid Data
    ICLR 2024 ·
    Qinbin Li
    DBLP profile ↗ORCID search ↗
  54. Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing
    ICML 2024 ·
    Youwei Shu
    DBLP profile ↗ORCID search ↗
  55. Fair Federated Learning via the Proportional Veto Core
    ICML 2024 ·
    Bhaskar Ray Chaudhury
    DBLP profile ↗ORCID search ↗
  56. GRATH: Gradual Self-Truthifying for Large Language Models
    ICML 2024 ·
    Weixin Chen
    DBLP profile ↗ORCID search ↗
  57. HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
    ICML 2024 ·
    Zhaorun Chen
    DBLP profile ↗ORCID search ↗
  58. HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
    ICML 2024 ·
    Mantas Mazeika
    DBLP profile ↗ORCID search ↗
  59. InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining
    ICML 2024 ·
    Boxin Wang
    DBLP profile ↗ORCID search ↗
  60. LLM-PBE: Assessing Data Privacy in Large Language Models
    VLDB 2024 ·
    Qinbin Li
    DBLP profile ↗ORCID search ↗
  61. MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos
    CVPR 2024 ·
    Jielin Qiu
    DBLP profile ↗ORCID search ↗
  62. Perada: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees
    CVPR 2024 ·
    Chulin Xie
    DBLP profile ↗ORCID search ↗
  63. RedCode: Risky Code Execution and Generation Benchmark for Code Agents
    NeurIPS 2024 ·
    Chengquan Guo
    DBLP profile ↗ORCID search ↗
  64. RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content
    ICML 2024 ·
    Zhuowen Yuan
    DBLP profile ↗ORCID search ↗
  65. Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?
    ICLR 2024 ·
    Yu-Lin Tsai
    DBLP profile ↗ORCID search ↗
  66. SHINE: Shielding Backdoors in Deep Reinforcement Learning
    ICML 2024 ·
    Zhuowen Yuan
    DBLP profile ↗ORCID search ↗
  67. Towards Trustworthy Large Language Models
    WSDM 2024 ·
    Sanmi Koyejo
    DBLP profile ↗ORCID search ↗