Hou Pong (Ken) Chan

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upvoted a collection 6 days ago

Pixel Linguist II

Collection

Vision-only encoders for language representation directly in pixel space. • 4 items • Updated 6 days ago • 5

upvoted a paper 6 days ago

On the Design Fundamentals of Pixel Text Representation Learning

Paper • 2609.01147 • Published 8 days ago • 32

upvoted a paper 16 days ago

OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs

Paper • 2608.21360 • Published 19 days ago • 31

upvoted a paper 20 days ago

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

Paper • 2608.17393 • Published 22 days ago • 25

upvoted a collection 20 days ago

Lego-RL

Collection

Harness-native RL for coding agents: the trained policy and the training task index. • 6 items • Updated 5 days ago • 11

upvoted a paper 20 days ago

AVA-Encoder: Towards Agent-Native Video Representation Learning

Paper • 2608.12313 • Published 28 days ago • 43

upvoted a paper about 1 month ago

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

Paper • 2607.28227 • Published Jul 30 • 311

upvoted a paper about 2 months ago

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

Paper • 2607.07820 • Published Jul 8 • 94

upvoted a paper 3 months ago

Understanding the Behaviors of Environment-aware Information Retrieval

Paper • 2606.16817 • Published Jun 15 • 9

upvoted a paper 4 months ago

Agentic Fusion of Large Atomic and Language Models to Accelerate Superconductors Discovery

Paper • 2604.23758 • Published Apr 29 • 8

upvoted a paper 5 months ago

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 70

upvoted 2 papers 6 months ago

MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification

Paper • 2603.15726 • Published Mar 16 • 187

In-Context Reinforcement Learning for Tool Use in Large Language Models

Paper • 2603.08068 • Published Mar 9 • 43

upvoted a paper 7 months ago

MAEB: Massive Audio Embedding Benchmark

Paper • 2602.16008 • Published Feb 17 • 25

upvoted a paper 8 months ago

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published Jan 14 • 128

upvoted 2 papers 9 months ago

MMGR: Multi-Modal Generative Reasoning

Paper • 2512.14691 • Published Dec 16, 2025 • 121

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

Paper • 2511.20785 • Published Nov 25, 2025 • 188

upvoted 2 papers 10 months ago

RynnVLA-002: A Unified Vision-Language-Action and World Model

Paper • 2511.17502 • Published Nov 21, 2025 • 28

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Paper • 2511.16334 • Published Nov 20, 2025 • 96

upvoted a paper 11 months ago

Large Language Models Do NOT Really Know What They Don't Know

Paper • 2510.09033 • Published Oct 10, 2025 • 16