Honglin Guo

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authored 4 papers 1 day ago

Better Process Supervision with Bi-directional Rewarding Signals

Paper • 2503.04618 • Published Mar 6

AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

Paper • 2509.08755 • Published Sep 10 • 56

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping

Paper • 2510.18927 • Published Oct 21 • 83

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

Paper • 2512.04987 • Published 2 days ago • 60

authored 2 papers 3 months ago

Pre-Trained Policy Discriminators are General Reward Models

Paper • 2507.05197 • Published Jul 7 • 39

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset

Paper • 2507.03483 • Published Jul 4 • 23

authored 3 papers 9 months ago

DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting

Paper • 2503.00784 • Published Mar 2 • 13

Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning

Paper • 2402.05808 • Published Feb 8, 2024

CritiQ: Mining Data Quality Criteria from Human Preferences

Paper • 2502.19279 • Published Feb 26 • 10

authored a paper over 1 year ago

AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Paper • 2406.04151 • Published Jun 6, 2024 • 24

authored 2 papers almost 2 years ago

Code Needs Comments: Enhancing Code LLMs with Comment Augmentation

Paper • 2402.13013 • Published Feb 20, 2024 • 1

CoLLiE: Collaborative Training of Large Language Models in an Efficient Way

Paper • 2312.00407 • Published Dec 1, 2023 • 3