Huanxin Sheng

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upvoted a collection about 1 hour ago

JevAny · Adaptive Decision Systems

Collection

Calibration-aware RL for typed decisions, agents, native multimodal evidence, test-time adaptation, and symbolic harnesses. • 2 items • Updated about 4 hours ago • 1

upvoted a paper 1 day ago

1% of Tokens Can Be Enough: On Gradient Estimation in On-Policy Distillation

Paper • 2609.24432 • Published 3 days ago • 12

upvoted 2 collections 3 months ago

💻 Qwopus-Coder

Collection

Reasoning-distilled coding models optimized for specialized domains like agentic workflows. • 10 items • Updated 19 days ago • 55

Qwen3

Collection

84 items • Updated Dec 31, 2025 • 1.86k

upvoted 2 papers 4 months ago

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

Paper • 2604.13016 • Published Apr 14 • 116

iGRPO: Self-Feedback-Driven LLM Reasoning

Paper • 2602.09000 • Published Feb 9 • 19

upvoted 2 papers 5 months ago

To Mix or To Merge: Toward Multi-Domain Reinforcement Learning for Large Language Models

Paper • 2602.12566 • Published Feb 13 • 1

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Paper • 2510.05592 • Published Oct 7, 2025 • 113

upvoted a collection 5 months ago

Nemotron-Post-Training-v3

Collection

Collection of datasets used in the post-training phase of Nemotron Nano, Super, and Ultra v3. • 50 items • Updated Aug 11 • 202

upvoted a paper 5 months ago

Self-Distillation Enables Continual Learning

Paper • 2601.19897 • Published Jan 27 • 41

upvoted 2 papers 6 months ago

Self-Distilled RLVR

Paper • 2604.03128 • Published Apr 3 • 146

Video-Based Reward Modeling for Computer-Use Agents

Paper • 2603.10178 • Published Mar 10 • 43

upvoted a paper 8 months ago

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 208

upvoted 2 papers 10 months ago

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 131

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm

Paper • 2511.04570 • Published Nov 6, 2025 • 242

upvoted a paper 11 months ago

VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos

Paper • 2411.04923 • Published Nov 7, 2024 • 23

upvoted 2 papers 12 months ago

Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction

Paper • 2509.18658 • Published Sep 23, 2025 • 1

Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models

Paper • 2510.05034 • Published Oct 6, 2025 • 51