Knowledge Works Lab at Fudan University

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xjhuang 

authored a paper 19 days ago

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

Paper • 2601.11354 • Published 22 days ago • 4

LibraTree 

authored a paper 2 months ago

GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization

Paper • 2511.15705 • Published Nov 19, 2025 • 97

dongdong2021 

authored 2 papers 4 months ago

Lossless KV Cache Compression to 2%

Paper • 2410.15252 • Published Oct 20, 2024 • 1

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

Paper • 2505.15431 • Published May 21, 2025 • 1

xjhuang 

authored a paper 7 months ago

Pre-Trained Policy Discriminators are General Reward Models

Paper • 2507.05197 • Published Jul 7, 2025 • 39

LibraTree 

authored 2 papers 8 months 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

siyuyuan 

authored a paper 9 months ago

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

Paper • 2505.19914 • Published May 26, 2025 • 46

jiangjiechen 

authored 4 papers 9 months ago

TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation

Paper • 2402.05733 • Published Feb 8, 2024

SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals

Paper • 2406.04784 • Published Jun 7, 2024 • 2

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18, 2025 • 144

Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning

Paper • 2504.13914 • Published Apr 10, 2025 • 4

hsaest 

authored a paper 9 months ago

ARM: Adaptive Reasoning Model

Paper • 2505.20258 • Published May 26, 2025 • 45

jiangjiechen 

authored a paper 9 months ago

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

Paper • 2505.19914 • Published May 26, 2025 • 46

xjhuang 

authored 2 papers 9 months 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

LibraTree 

authored 3 papers 10 months 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

dongdong2021 

authored a paper 10 months ago

TransMamba: Flexibly Switching between Transformer and Mamba

Paper • 2503.24067 • Published Mar 31, 2025 • 21