Dawei Li

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upvoted 2 papers 5 days ago

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published 6 days ago • 44

ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents

Paper • 2601.12294 • Published 8 days ago • 16

upvoted a paper 7 days ago

RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation

Paper • 2601.08430 • Published 13 days ago • 57

upvoted 2 papers 14 days ago

MMFormalizer: Multimodal Autoformalization in the Wild

Paper • 2601.03017 • Published 20 days ago • 104

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

Paper • 2601.05808 • Published 17 days ago • 36

upvoted a paper 17 days ago

Agent-as-a-Judge

Paper • 2601.05111 • Published 18 days ago • 18

upvoted 3 papers about 2 months ago

On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models

Paper • 2512.07783 • Published Dec 8, 2025 • 38

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

Paper • 2512.07461 • Published Dec 8, 2025 • 77

Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction

Paper • 2512.04987 • Published Dec 4, 2025 • 80

upvoted a paper 2 months ago

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 43

upvoted a paper 3 months ago

Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph

Paper • 2511.00086 • Published Oct 29, 2025 • 42

upvoted 2 papers 4 months ago

VLA-RFT: Vision-Language-Action Reinforcement Fine-tuning with Verified Rewards in World Simulators

Paper • 2510.00406 • Published Oct 1, 2025 • 66

Who's Your Judge? On the Detectability of LLM-Generated Judgments

Paper • 2509.25154 • Published Sep 29, 2025 • 30

upvoted 2 papers 5 months ago

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27, 2025 • 84

MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs

Paper • 2508.18264 • Published Aug 25, 2025 • 25

upvoted 5 papers 6 months ago

Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences

Paper • 2508.03542 • Published Aug 5, 2025 • 5

When Good Sounds Go Adversarial: Jailbreaking Audio-Language Models with Benign Inputs

Paper • 2508.03365 • Published Aug 5, 2025 • 5

TextQuests: How Good are LLMs at Text-Based Video Games?

Paper • 2507.23701 • Published Jul 31, 2025 • 3

Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System

Paper • 2508.06059 • Published Aug 8, 2025 • 4

Deep Ignorance: Filtering Pretraining Data Builds Tamper-Resistant Safeguards into Open-Weight LLMs

Paper • 2508.06601 • Published Aug 8, 2025 • 6