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RUC (Renmin University of China)

Renmin University of China

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https://www.ruc.edu.cn/

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Recent Activity

KID-22 submitted a paper 15 days ago

Learning to Retrieve from Agent Trajectories

LulaCola submitted a paper about 1 month ago

AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents

douzc authored a paper about 2 months ago

MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning

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Papers

AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents

LawThinker: A Deep Research Legal Agent in Dynamic Environments

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authored a paper 9 days ago

ChemVTS-Bench: Evaluating Visual-Textual-Symbolic Reasoning of Multimodal Large Language Models in Chemistry

Paper • 2511.17909 • Published Nov 22, 2025 • 1

authored a paper 14 days ago

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published 24 days ago • 70

submitted a paper to Daily Papers 15 days ago

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published 24 days ago • 70

submitted a paper to Daily Papers about 1 month ago

AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents

Paper • 2603.14465 • Published Mar 15 • 23

submitted a paper to Daily Papers about 2 months ago

LLaDA-o: An Effective and Length-Adaptive Omni Diffusion Model

Paper • 2603.01068 • Published Mar 1 • 22

submitted a paper to Daily Papers 2 months ago

LawThinker: A Deep Research Legal Agent in Dynamic Environments

Paper • 2602.12056 • Published Feb 12 • 34

submitted a paper to Daily Papers 2 months ago

Budget-Constrained Agentic Large Language Models: Intention-Based Planning for Costly Tool Use

Paper • 2602.11541 • Published Feb 12 • 2

submitted a paper to Daily Papers 2 months ago

DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents

Paper • 2602.07035 • Published Feb 3 • 30

submitted a paper to Daily Papers 2 months ago

GISA: A Benchmark for General Information-Seeking Assistant

Paper • 2602.08543 • Published Feb 9 • 26

authored 2 papers 3 months ago

CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds

Paper • 2412.05631 • Published Dec 7, 2024 • 2

Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation

Paper • 2601.20614 • Published Jan 28 • 120

submitted a paper to Daily Papers 3 months ago

Deep Search with Hierarchical Meta-Cognitive Monitoring Inspired by Cognitive Neuroscience

Paper • 2601.23188 • Published Jan 30 • 9

submitted a paper to Daily Papers 3 months ago

Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation

Paper • 2601.20614 • Published Jan 28 • 120

authored a paper 3 months ago

Adaptive Task Balancing for Visual Instruction Tuning via Inter-Task Contribution and Intra-Task Difficulty

Paper • 2403.04343 • Published Mar 7, 2024 • 1

authored a paper 3 months ago

MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching

Paper • 2601.10712 • Published Jan 15 • 24

submitted a paper to Daily Papers 3 months ago

DARC: Decoupled Asymmetric Reasoning Curriculum for LLM Evolution

Paper • 2601.13761 • Published Jan 20 • 16

submitted a paper to Daily Papers 3 months ago

When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs

Paper • 2601.11000 • Published Jan 16 • 27

submitted a paper to Daily Papers 3 months ago

MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching

Paper • 2601.10712 • Published Jan 15 • 24

submitted a paper to Daily Papers 3 months ago

ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration

Paper • 2601.06860 • Published Jan 11 • 16

submitted a paper to Daily Papers 3 months ago

ROI-Reasoning: Rational Optimization for Inference via Pre-Computation Meta-Cognition

Paper • 2601.03822 • Published Jan 7 • 24