Knowledge Works Lab at Fudan University

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authored a paper 6 months ago

QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks

Paper • 2605.24218 • Published May 22 • 44

submitted a paper to Daily Papers 6 months ago

QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks

Paper • 2605.24218 • Published May 22 • 44

submitted a paper to Daily Papers 7 months ago

GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0)

Paper • 2604.17091 • Published Apr 18 • 25

authored 2 papers 8 months ago

CCTU: A Benchmark for Tool Use under Complex Constraints

Paper • 2603.15309 • Published Mar 16 • 2

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published Mar 15 • 303

authored a paper 10 months ago

AstroReason-Bench: Evaluating Unified Agentic Planning across Heterogeneous Space Planning Problems

Paper • 2601.11354 • Published Jan 16 • 5

authored a paper 10 months ago

LSRIF: Logic-Structured Reinforcement Learning for Instruction Following

Paper • 2601.06431 • Published Jan 10 • 12

authored a paper 12 months ago

GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization

Paper • 2511.15705 • Published Nov 19, 2025 • 66

authored a paper over 1 year ago

Pre-Trained Policy Discriminators are General Reward Models

Paper • 2507.05197 • Published Jul 7, 2025 • 40

authored 2 papers over 1 year ago

Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better

Paper • 2506.09040 • Published Jun 10, 2025 • 34

GeometryZero: Improving Geometry Solving for LLM with Group Contrastive Policy Optimization

Paper • 2506.07160 • Published Jun 8, 2025 • 3

authored a paper over 1 year ago

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles

Paper • 2505.19914 • Published May 26, 2025 • 46

authored a paper over 1 year ago

ARM: Adaptive Reasoning Model

Paper • 2505.20258 • Published May 26, 2025 • 45

authored 2 papers over 1 year ago

WorldPM: Scaling Human Preference Modeling

Paper • 2505.10527 • Published May 15, 2025 • 34

A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models

Paper • 2505.07591 • Published May 12, 2025 • 11

authored a paper over 1 year ago

BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation

Paper • 2504.14538 • Published Apr 20, 2025 • 30

authored 3 papers over 1 year ago

LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition

Paper • 2402.14568 • Published Feb 22, 2024 • 1

Uncertainty Aware Learning for Language Model Alignment

Paper • 2406.04854 • Published Jun 7, 2024

VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search

Paper • 2504.09130 • Published Apr 12, 2025 • 12

authored a paper over 1 year ago

Implicit Reasoning in Transformers is Reasoning through Shortcuts

Paper • 2503.07604 • Published Mar 10, 2025 • 23