Kanzhi Cheng

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upvoted a paper about 2 months ago

On Data Engineering for Scaling LLM Terminal Capabilities

Paper • 2602.21193 • Published Feb 24 • 102

upvoted 2 papers 2 months ago

OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions

Paper • 2602.05843 • Published Feb 5 • 61

TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM Agents

Paper • 2602.02196 • Published Feb 2 • 35

upvoted a paper 3 months ago

OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agent

Paper • 2601.07779 • Published Jan 12 • 28

upvoted 2 papers 4 months ago

SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning

Paper • 2512.24330 • Published Dec 30, 2025 • 36

PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling

Paper • 2512.04784 • Published Dec 2, 2025 • 25

upvoted 2 papers 6 months ago

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows

Paper • 2510.24411 • Published Oct 28, 2025 • 73

JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence

Paper • 2510.23538 • Published Oct 27, 2025 • 98

upvoted 3 papers 7 months ago

VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications

Paper • 2509.26490 • Published Sep 30, 2025 • 20

The Era of Real-World Human Interaction: RL from User Conversations

Paper • 2509.25137 • Published Sep 29, 2025 • 19

ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data

Paper • 2509.15221 • Published Sep 18, 2025 • 111

upvoted a collection 7 months ago

ScaleCUA

Collection

6 items • Updated Mar 2 • 18

upvoted 2 papers 8 months ago

DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization

Paper • 2508.14460 • Published Aug 20, 2025 • 85

CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback

Paper • 2507.22080 • Published Jul 25, 2025 • 9

upvoted a paper 9 months ago

MUR: Momentum Uncertainty guided Reasoning for Large Language Models

Paper • 2507.14958 • Published Jul 20, 2025 • 47

upvoted a paper 10 months ago

From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios

Paper • 2506.20279 • Published Jun 25, 2025 • 20

upvoted 3 papers 11 months ago

A Controllable Examination for Long-Context Language Models

Paper • 2506.02921 • Published Jun 3, 2025 • 34

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

Paper • 2506.03143 • Published Jun 3, 2025 • 54

ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows

Paper • 2505.19897 • Published May 26, 2025 • 104

upvoted a paper about 1 year ago

Could Thinking Multilingually Empower LLM Reasoning?

Paper • 2504.11833 • Published Apr 16, 2025 • 29