Enhancing Personalized Headline Generation via Offline Goal-conditioned Reinforcement Learning with Large Language Models. - Xiaoyu Tan; Leijun Cheng; Xihe Qiu; Shaojie Shi; Yuan Cheng; Wei Chu; Yinghui Xu; Yuan Qi 001 (KDD, 2024)

Enhancing Task Performance in Continual Instruction Fine-tuning Through Format Uniformity. - Xiaoyu Tan; Leijun Cheng; Xihe Qiu; Shaojie Shi; Yuan Cheng; Wei Chu; Yinghui Xu; Yuan Qi 001 (SIGIR, 2024)

Struct-X: Enhancing the Reasoning Capabilities of Large Language Models in Structured Data Scenarios. - Xiaoyu Tan; Haoyu Wang 011; Xihe Qiu; Leijun Cheng; Yuan Cheng; Wei Chu; Yinghui Xu; Yuan Qi 001 (KDD (1), 2025)

An innovative contrastive learning approach to improve image recognition robustness and interpretability via simulated environmental perturbations. - Leijun Cheng; Xihe Qiu; Xiaoyu Tan; Haoyu Wang 011; Yu-Jie Xiong (Eng. Appl. Artif. Intell., 2025)

Open-Sora 2.0: Training a Commercial-Level Video Generation Model in $200k. - Xiangyu Peng; Zangwei Zheng; Chenhui Shen; Tom Young; Xinying Guo; Binluo Wang; Hang Xu; Hongxin Liu; Mingyan Jiang; Wenjun Li; Yuhui Wang; Anbang Ye; et al. (CoRR, 2025)