Qingle Liu

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upvoted a paper 9 days ago

MatAnyone-E: Sparse Memory Propagation for Efficient High-Resolution Video Matting

Paper • 2610.35724 • Published 11 days ago • 19

upvoted a paper 15 days ago

Quant-Arena: Benchmarking LLM Agents for Quantitative Trading Research

Paper • 2610.30113 • Published 16 days ago • 23

upvoted a paper 21 days ago

AutoSFT: An Agentic System for Automated Data Research in Supervised Fine-Tuning

Paper • 2610.22194 • Published 22 days ago • 40

upvoted a paper 25 days ago

Can AI Agents Learn Their Way to the Top? Evaluating Heuristic Learning in a Long-Running Game Agent Competition

Paper • 2610.12341 • Published 29 days ago • 39

upvoted a collection 26 days ago

Datasets

Collection

15 items • Updated 11 days ago • 2

upvoted a paper 28 days ago

Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization

Paper • 2604.12290 • Published Apr 14 • 17

upvoted a paper 29 days ago

DeCoPrune: Efficient KV-Cache Pruning for Autoregressive Video Diffusion via Denoising Consistency

Paper • 2609.39096 • Published Oct 5 • 7

upvoted 2 papers 2 months ago

SWE Refactor Bench: Can Coding Agents Complete a Long-Horizon, Whole-Repository Stack Migration?

Paper • 2608.23564 • Published Aug 24 • 15

Open-MOPD: Diagnosing and Fixing Capability Imbalance in Multi-Teacher On-Policy Distillation

Paper • 2608.19098 • Published Aug 19 • 23

upvoted 3 papers 4 months ago

Weak-to-Strong Generalization via Direct On-Policy Distillation

Paper • 2607.05394 • Published Jul 8 • 143

Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction

Paper • 2606.29445 • Published Jun 28 • 24

GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots

Paper • 2606.29705 • Published Jun 29 • 14

upvoted a paper 6 months ago

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published Apr 14 • 115