Hou Pong (Ken) Chan

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upvoted 2 papers 2 days ago

Sharpening Tax in Post-Training

Paper • 2610.01509 • Published 3 days ago • 78

AutoDataBench: A Data-centric Testbed for Accelerating Auto Research

Paper • 2609.40097 • Published 4 days ago • 24

liked a dataset 20 days ago

BrightGuo/ProcObject-10K

Viewer • Updated 2 days ago • 10.5k • 260 • 1

authored a paper about 1 month ago

On the Design Fundamentals of Pixel Text Representation Learning

Paper • 2609.01147 • Published Sep 1 • 31

upvoted a collection about 1 month ago

Pixel Linguist II

Collection

Vision-only encoders for language representation directly in pixel space. • 4 items • Updated Sep 3 • 5

commented a paper about 1 month ago

On the Design Fundamentals of Pixel Text Representation Learning

Paper • 2609.01147 • Published Sep 1 • 31 •

3

upvoted a paper about 1 month ago

On the Design Fundamentals of Pixel Text Representation Learning

Paper • 2609.01147 • Published Sep 1 • 31

updated a dataset about 1 month ago

lingshu-medical-mllm/lingshu_training_data_medical_domain

Viewer • Updated Aug 31 • 118M • 6.38k • 8

liked a dataset about 1 month ago

lingshu-medical-mllm/lingshu_training_data_medical_domain

Viewer • Updated Aug 31 • 118M • 6.38k • 8

published a dataset about 1 month ago

lingshu-medical-mllm/lingshu_training_data_medical_domain

Viewer • Updated Aug 31 • 118M • 6.38k • 8

upvoted 2 papers about 1 month ago

OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs

Paper • 2608.21360 • Published Aug 21 • 31

LEGO-RL: Harness-Native Reinforcement Learning for Coding Agents

Paper • 2608.17393 • Published Aug 18 • 26

upvoted a collection about 1 month ago

Lego-RL

Collection

Harness-native RL for coding agents: the trained policy and the training task index. • 9 items • Updated 20 days ago • 11

upvoted a paper about 2 months ago

AVA-Encoder: Towards Agent-Native Video Representation Learning

Paper • 2608.12313 • Published Aug 12 • 43

authored a paper about 2 months ago

Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization

Paper • 2607.14614 • Published Jul 16 • 12

upvoted 2 papers 2 months ago

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

Paper • 2607.28227 • Published Jul 30 • 159

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

Paper • 2607.07820 • Published Jul 8 • 95

authored 3 papers 4 months ago

FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving

Paper • 2502.20238 • Published Feb 27, 2025 • 23

From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models

Paper • 2403.12027 • Published Mar 18, 2024 • 1

GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning

Paper • 2509.17437 • Published Sep 22, 2025 • 17