Huanxin Sheng

HuanxinSheng's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

commented a paper 9 days ago

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

Paper • 2602.12566 • Published Feb 13 • 1 •

1

upvoted 2 papers 9 days 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 • 111

upvoted a collection 12 days ago

Nemotron-Post-Training-v3

Collection

Collection of datasets used in the post-training phase of Nemotron Nano and Super v3. • 28 items • Updated 18 days ago • 136

commented 4 papers 16 days ago

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

Paper • 2604.13016 • Published 25 days ago • 90 •

6

Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation

Paper • 2604.13010 • Published 25 days ago • 13 •

7

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

Paper • 2604.13016 • Published 25 days ago • 90 •

6

Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation

Paper • 2604.13010 • Published 25 days ago • 13 •

7

upvoted a paper 17 days ago

Self-Distillation Enables Continual Learning

Paper • 2601.19897 • Published Jan 27 • 33

upvoted a paper about 1 month ago

Self-Distilled RLVR

Paper • 2604.03128 • Published Apr 3 • 169

authored a paper about 2 months ago

Video-Based Reward Modeling for Computer-Use Agents

Paper • 2603.10178 • Published Mar 10 • 43

upvoted a paper about 2 months ago

Video-Based Reward Modeling for Computer-Use Agents

Paper • 2603.10178 • Published Mar 10 • 43

upvoted a paper 4 months ago

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 204

upvoted 2 papers 5 months ago

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 128

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

Paper • 2511.04570 • Published Nov 6, 2025 • 242

upvoted a paper 7 months ago

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

Paper • 2411.04923 • Published Nov 7, 2024 • 23

authored a paper 7 months ago

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

Paper • 2509.18658 • Published Sep 23, 2025 • 1

upvoted 2 papers 7 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

liked a model 10 months ago

Skywork/Skywork-VL-Reward-7B

Image-Text-to-Text • 8B • Updated Jun 10, 2025 • 3.19k • 48