| 2026 | ACL | On-Policy Self-Distillation for Efficient Diffusion Language Models with Early-Stage Calibration. | Huaisheng Zhu, MingYu Liu, Junze Liu, Zhen Ge, Tian Wang, Jiri Gesi, Dakuo Wang, Weiqi Zhang, Houyu Zhang, Yufan Guo, Xian Li, Bing Yin, Sujay Sanghavi |
| 2025 | EMNLP | Reinforcement Learning for Large Language Models via Group Preference Reward Shaping. | Huaisheng Zhu, Siyuan Xu, Hangfan Zhang, Teng Xiao, Zhimeng Guo, Shijie Zhou, Shuyue Hu, Vasant G. Honavar |
| 2025 | ICCV | Multimodal LLMs as Customized Reward Models for Text-to-Image Generation. | Shijie Zhou, Ruiyi Zhang, Huaisheng Zhu, Branislav Kveton, Yufan Zhou, Jiuxiang Gu, Jian Chen, Changyou Chen |
| 2025 | ICLR | DSPO: Direct Score Preference Optimization for Diffusion Model Alignment. | Huaisheng Zhu, Teng Xiao, Vasant G. Honavar |
| 2024 | ACL | Jailbreak Open-Sourced Large Language Models via Enforced Decoding. | Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu, Bochuan Cao, Lu Lin, Jinyuan Jia, Jinghui Chen, Dinghao Wu |
| 2024 | EMNLP | How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective. | Teng Xiao, Mingxiao Li, Yige Yuan, Huaisheng Zhu, Chao Cui, Vasant G. Honavar |
| 2024 | ICML | Efficient Contrastive Learning for Fast and Accurate Inference on Graphs. | Teng Xiao, Huaisheng Zhu, Zhiwei Zhang, Zhimeng Guo, Charu C. Aggarwal, Suhang Wang, Vasant G. Honavar |
| 2023 | PAKDD | You Need to Look Globally: Discovering Representative Topology Structures to Enhance Graph Neural Network. | Huaisheng Zhu, Xianfeng Tang, Tianxiang Zhao, Suhang Wang |
| 2021 | KDD | ImGAGN: Imbalanced Network Embedding via Generative Adversarial Graph Networks. | Liang Qu, Huaisheng Zhu, Ruiqi Zheng, Yuhui Shi, Hongzhi Yin |
| 2020 | CEC | BSOGCN: Brain Storm Optimization Graph Convolutional Networks Based Heterogeneous Information Networks Embedding. | Liang Qu, Huaisheng Zhu, Yuhui Shi |
| 2020 | WWW | Continuous-Time Link Prediction via Temporal Dependent Graph Neural Network. | Liang Qu, Huaisheng Zhu, Qiqi Duan, Yuhui Shi |