Zhongruo Wang

GmNet: Revisiting Gating Mechanisms From A Frequency View

SFT Doesn’t Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs

Aligning Frozen LLMs by Reinforcement Learning: An Iterative Reweight-then-Optimize Approach

SynerGen: Contextualized Generative Recommender for Unified Search and Recommendation

ST-PPO: Stabilized Off-Policy Proximal Policy Optimization for Multi-Turn Agents

Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond