Knowledge Works Lab at Fudan University

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http://kw.fudan.edu.cn

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authored a paper 5 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 5 months ago

QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks

Paper • 2605.24218 • Published May 22 • 44

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 2 papers about 1 year ago

Lossless KV Cache Compression to 2%

Paper • 2410.15252 • Published Oct 20, 2024 • 2

Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought

Paper • 2505.15431 • Published May 21, 2025 • 2

authored a paper over 1 year ago

Pre-Trained Policy Discriminators are General Reward Models

Paper • 2507.05197 • Published Jul 7, 2025 • 40

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

TransMamba: Flexibly Switching between Transformer and Mamba

Paper • 2503.24067 • Published Mar 31, 2025 • 22

authored a paper over 1 year ago

Implicit Reasoning in Transformers is Reasoning through Shortcuts

Paper • 2503.07604 • Published Mar 10, 2025 • 23

authored a paper almost 2 years ago

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Paper • 2501.09484 • Published Jan 16, 2025 • 19

authored a paper almost 2 years ago

ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning

Paper • 2501.06590 • Published Jan 11, 2025 • 11

authored a paper almost 2 years ago

Scaling Laws for Floating Point Quantization Training

Paper • 2501.02423 • Published Jan 5, 2025 • 26

authored 3 papers about 2 years ago

AAAR-1.0: Assessing AI's Potential to Assist Research

Paper • 2410.22394 • Published Oct 29, 2024 • 16

Revealing the Barriers of Language Agents in Planning

Paper • 2410.12409 • Published Oct 16, 2024 • 27

QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search

Paper • 2306.06707 • Published Jun 11, 2023

authored a paper over 2 years ago

OpenDevin: An Open Platform for AI Software Developers as Generalist Agents

Paper • 2407.16741 • Published Jul 23, 2024 • 87