Renmin University of China

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

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Recent Activity

ChenlongDeng submitted a paper 24 days ago

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

ChenlongDeng authored a paper 28 days ago

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

ChenlongDeng authored a paper 28 days ago

LawThinker: A Deep Research Legal Agent in Dynamic Environments

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Papers

LawThinker: A Deep Research Legal Agent in Dynamic Environments

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

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authored 2 papers 8 days ago

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

Paper • 2603.03379 • Published 10 days ago • 28

Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning

Paper • 2601.04726 • Published Jan 8 • 9

submitted a paper to Daily Papers 8 days ago

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

Paper • 2603.03379 • Published 10 days ago • 28

authored 4 papers 13 days ago

ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use

Paper • 2510.27363 • Published Oct 31, 2025 • 23

V-Thinker: Interactive Thinking with Images

Paper • 2511.04460 • Published Nov 6, 2025 • 97

SmartSearch: Process Reward-Guided Query Refinement for Search Agents

Paper • 2601.04888 • Published Jan 8 • 10

OmniGAIA: Towards Native Omni-Modal AI Agents

Paper • 2602.22897 • Published 15 days ago • 52

submitted a paper to Daily Papers 28 days ago

LawThinker: A Deep Research Legal Agent in Dynamic Environments

Paper • 2602.12056 • Published 28 days ago • 34

submitted a paper to Daily Papers 28 days ago

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

Paper • 2602.11541 • Published 29 days ago • 3

authored 7 papers 30 days ago

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment

Paper • 2402.19085 • Published Feb 29, 2024

OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction

Paper • 2408.08585 • Published Aug 16, 2024

Staying in the Sweet Spot: Responsive Reasoning Evolution via Capability-Adaptive Hint Scaffolding

Paper • 2509.06923 • Published Sep 8, 2025 • 22

Evolving LLMs' Self-Refinement Capability via Iterative Preference Optimization

Paper • 2502.05605 • Published Feb 8, 2025

Learning to Focus: Causal Attention Distillation via Gradient-Guided Token Pruning

Paper • 2506.07851 • Published Jun 9, 2025

Less Noise, More Voice: Reinforcement Learning for Reasoning via Instruction Purification

Paper • 2601.21244 • Published Jan 29 • 12

AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis

Paper • 2602.09372 • Published about 1 month ago • 5

Jeryi

submitted a paper to Daily Papers 30 days ago

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

Paper • 2602.07035 • Published Feb 3 • 30

submitted a paper to Daily Papers about 1 month ago

GISA: A Benchmark for General Information-Seeking Assistant

Paper • 2602.08543 • Published Feb 9 • 26

authored a paper about 1 month ago

ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-Thought

Paper • 2601.23184 • Published Jan 30 • 36

Jeryi

submitted a paper to Daily Papers about 1 month ago

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

Paper • 2601.23188 • Published Jan 30 • 7