PPaperPicks

Zhaorun Chen

25 papers at tracked venues · 21 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Can Editing LLMs Inject Harm?
  2. Anyprefer: An Agentic Framework for Preference Data Synthesis
  3. AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
  4. Autonomous Multimodal Reasoning via Implicit Chain-of-Vision
  5. Beyond Training: Dynamic Token Merging for Zero-Shot Video Understanding
  6. C-SafeGen: Certified Safe LLM Generation with Claim-Based Streaming Guardrails
  7. Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
  8. Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding
  9. Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
  10. MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
    NeurIPS 2025 · Zhaorun Chen
  11. MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference
  12. MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
  13. MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
  14. PolyGuard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
  15. RankCLIP: Ranking-Consistent Language-Image Pretraining
  16. SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
    ICLR 2025 · Zhaorun Chen
  17. ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
    ICML 2025 · Zhaorun Chen
  18. AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
    NeurIPS 2024 · Zhaorun Chen
  19. AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition
    NAACL 2024 · Zhaorun Chen
  20. Calibrated Self-Rewarding Vision Language Models
  21. DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection
  22. HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
    ICML 2024 · Zhaorun Chen
  23. InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing
  24. Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
  25. Safe Reinforcement Learning via Hierarchical Adaptive Chance-Constraint Safeguards
    IROS 2024 · Zhaorun Chen