Rui Zheng
- Papers
- 26
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Authored papers
26ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development
arXiv 2026
Better Process Supervision with Bi-directional Rewarding Signals
arXiv 2025
Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction
arXiv 2025
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
arXiv 2025
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
arXiv 2025
Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning
arXiv 2025
EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models
arXiv 2024
StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback
arXiv 2024
Secrets of RLHF in Large Language Models Part II: Reward Modeling
arXiv 2024
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
arXiv 2024
Multi-Programming Language Sandbox for LLMs
arXiv 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
arXiv 2024
MouSi: Poly-Visual-Expert Vision-Language Models
arXiv 2024
SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance
arXiv 2024
RMB: Comprehensively Benchmarking Reward Models in LLM Alignment
arXiv 2024
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model
arXiv 2024
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
arXiv 2024
Aligning Large Language Models from Self-Reference AI Feedback with one General Principle
arXiv 2024
The Rise and Potential of Large Language Model Based Agents: A Survey
arXiv 2023
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction
arXiv 2023
HACK: Learning a Parametric Head and Neck Model for High-fidelity Animation
arXiv 2023
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
arXiv 2023
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation
arXiv 2023
Orthogonal Subspace Learning for Language Model Continual Learning
arXiv 2023
LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin
arXiv 2023
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement
arXiv 2023
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