Oran Feng

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upvoted a paper about 1 month ago

UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City

Paper • 2608.27456 • Published Aug 27 • 88

upvoted a paper about 2 months ago

MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use

Paper • 2608.20202 • Published Aug 20 • 34

upvoted 2 papers 2 months ago

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models

Paper • 2607.28609 • Published Jul 30 • 75

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published Jul 27 • 527

upvoted 4 papers 4 months ago

LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis

Paper • 2605.30434 • Published May 28 • 19

Exploring Autonomous Agentic Data Engineering for Model Specialization

Paper • 2605.30407 • Published May 28 • 22

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published May 28 • 41

When Should Models Change Their Minds? Contextual Belief Management in Large Language Models

Paper • 2605.30219 • Published May 28 • 23

upvoted 4 papers 5 months ago

Terminal-World: Scaling Terminal-Agent Environments via Agent Skills

Paper • 2605.20876 • Published May 20 • 7

EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL

Paper • 2605.18703 • Published May 18 • 50

The Granularity Axis: A Micro-to-Macro Latent Direction for Social Roles in Language Models

Paper • 2605.06196 • Published May 7 • 9

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 74

upvoted 3 papers 6 months ago

SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution

Paper • 2604.18982 • Published Apr 21 • 4

Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play

Paper • 2604.17696 • Published Apr 20 • 6

ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models

Paper • 2604.08064 • Published Apr 9 • 6

upvoted a paper 8 months ago

CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models

Paper • 2602.17684 • Published Feb 4 • 24

upvoted a collection 8 months ago

CodeScaler

Collection

5 items • Updated Mar 2 • 6

upvoted 3 papers 8 months ago

Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model

Paper • 2602.07422 • Published Feb 7 • 22

MOSS-Audio-Tokenizer: Scaling Audio Tokenizers for Future Audio Foundation Models

Paper • 2602.10934 • Published Feb 11 • 50

Can Deep Research Agents Find and Organize? Evaluating the Synthesis Gap with Expert Taxonomies

Paper • 2601.12369 • Published Jan 18 • 4