Knowledge Works Lab at Fudan University

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LibraTree

authored a paper about 2 months ago

GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization

Paper • 2511.15705 • Published Nov 19, 2025 • 93

EZ-hwh

authored a paper 2 months ago

Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction

Paper • 2406.11455 • Published Jun 17, 2024 • 1

dongdong2021

authored 2 papers 3 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

LibraTree

authored 2 papers 7 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 8 months ago

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

Paper • 2505.19914 • Published May 26, 2025 • 45

jiangjiechen

authored 5 papers 8 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

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

Paper • 2505.19914 • Published May 26, 2025 • 45

EZ-hwh

authored a paper 8 months ago

FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models

Paper • 2505.02735 • Published May 5, 2025 • 33

liangjiaqing

authored a paper 9 months ago

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

Paper • 2504.14538 • Published Apr 20, 2025 • 30

EZ-hwh

authored a paper 9 months ago

IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs

Paper • 2504.15415 • Published Apr 21, 2025 • 23

LibraTree

authored 3 papers 9 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 9 months ago

TransMamba: Flexibly Switching between Transformer and Mamba

Paper • 2503.24067 • Published Mar 31, 2025 • 21

EZ-hwh

authored a paper 9 months ago

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values

Paper • 2504.05535 • Published Apr 7, 2025 • 44