Zhuoran Jin

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submitted a paper to Daily Papers 28 days ago

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

Paper • 2607.24720 • Published 30 days ago • 26

authored 2 papers about 2 months ago

Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do

Paper • 2606.22565 • Published Jun 21 • 9

Why Multi-Step Tool-Use Reinforcement Learning Collapses and How Supervisory Signals Fix It

Paper • 2606.26027 • Published Jun 24 • 18

submitted 2 papers to Daily Papers 2 months ago

Why Multi-Step Tool-Use Reinforcement Learning Collapses and How Supervisory Signals Fix It

Paper • 2606.26027 • Published Jun 24 • 18

Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do

Paper • 2606.22565 • Published Jun 21 • 9

authored 10 papers 2 months ago

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain

Paper • 2505.17471 • Published May 23, 2025

Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models

Paper • 2402.19103 • Published Feb 29, 2024

MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models

Paper • 2410.09542 • Published Oct 12, 2024

Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning

Paper • 2402.18344 • Published Feb 28, 2024 • 1

Fixing the Broken Compass: Diagnosing and Improving Inference-Time Reward Modeling

Paper • 2503.05188 • Published Mar 7, 2025

MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning

Paper • 2603.02024 • Published Mar 2 • 47

Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models

Paper • 2603.11896 • Published Mar 12 • 10

Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models

Paper • 2408.10682 • Published Aug 20, 2024

RULE: Reinforcement UnLEarning Achieves Forget-Retain Pareto Optimality

Paper • 2506.07171 • Published Jun 8, 2025 • 1

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

Paper • 2606.12191 • Published Jun 10 • 71

submitted a paper to Daily Papers 3 months ago

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

Paper • 2606.12191 • Published Jun 10 • 71

authored a paper 8 months ago

Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences

Paper • 2510.23451 • Published Oct 27, 2025 • 28

authored 2 papers about 1 year ago

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis

Paper • 2506.04142 • Published Jun 4, 2025 • 28

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos

Paper • 2506.04141 • Published Jun 4, 2025 • 31

authored a paper over 1 year ago

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment

Paper • 2412.13746 • Published Dec 18, 2024 • 9