Tianqing Fang

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upvoted 2 papers 1 day ago

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

Paper • 2607.07820 • Published 15 days ago • 86

EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World

Paper • 2607.17250 • Published 4 days ago • 83

upvoted a paper 6 days ago

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations

Paper • 2607.13399 • Published 8 days ago • 20

upvoted 2 papers 15 days ago

SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Paper • 2607.03451 • Published 20 days ago • 33

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published 20 days ago • 80

upvoted 2 papers 27 days ago

LEOPARD : A Vision Language Model For Text-Rich Multi-Image Tasks

Paper • 2410.01744 • Published Oct 2, 2024 • 28

PatchWorld: Gradient-Free Optimization of Executable World Models

Paper • 2605.30880 • Published May 29 • 12

upvoted 2 papers about 1 month ago

On the Geometry of On-Policy Distillation

Paper • 2606.07082 • Published Jun 5 • 75

FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention

Paper • 2606.09079 • Published Jun 8 • 66

upvoted 2 papers 4 months ago

MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome

Paper • 2603.28407 • Published Mar 30 • 72

Free(): Learning to Forget in Malloc-Only Reasoning Models

Paper • 2602.08030 • Published Feb 8 • 6

upvoted a collection 5 months ago

Penguin-VL

Collection

7 items • Updated 15 days ago • 14

upvoted a paper 5 months ago

Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders

Paper • 2603.06569 • Published Mar 6 • 120

upvoted a collection 5 months ago

AgentDoG

Collection

A Diagnostic Guardrail Framework for AI Agent Safety and Security • 12 items • Updated Jun 21 • 112

upvoted 2 papers 6 months ago

Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning

Paper • 2601.19280 • Published Jan 27 • 9

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification

Paper • 2601.15808 • Published Jan 22 • 20

upvoted 2 papers 8 months ago

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published Nov 26, 2025 • 129

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 55

upvoted 2 papers 9 months ago

The End of Manual Decoding: Towards Truly End-to-End Language Models

Paper • 2510.26697 • Published Oct 30, 2025 • 121

HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application

Paper • 2510.19631 • Published Oct 22, 2025 • 28