Zhu, Huaisheng

1. Simple and Asymmetric Graph Contrastive Learning without Augmentations
   2023/10/29 by Xiao, Teng, Zhu, Huaisheng, Chen, Zhengyu +1 · 10 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
   2024/12/19 by Teng Xiao, Xiao, Teng, Yige Yuan +7 · 11 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
3. ImGAGN:Imbalanced Network Embedding via Generative Adversarial Graph Networks
   2021/06/05 by Qu, Liang, Zhu, Huaisheng, Zheng, Ruiqi +2 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. 3M-Diffusion: Latent Multi-Modal Diffusion for Language-Guided Molecular Structure Generation
   2024/03/11 by Zhu, Huaisheng, Xiao, Teng, Honavar, Vasant G · 5 citations
   #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. On the Safety of Open-Sourced Large Language Models: Does Alignment Really Prevent Them From Being Misused?
   2023/10/02 by Hangfan Zhang, Zhimeng Guo, Zhang, Hangfan +13 · 2 citations
   Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Artificial Intelligence in Law #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
6. How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
   2024/10/14 by Teng Xiao, Xiao, Teng, Mingxiao Li +9 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
7. Self-Explainable Graph Neural Networks for Link Prediction
   2023/05/21 by Zhu, Huaisheng, Luo, Dongsheng, Tang, Xianfeng +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. GeomCLIP: Contrastive Geometry-Text Pre-training for Molecules
   2024/11/16 by Xiao, Teng, Cui, Chao, Zhu, Huaisheng +1 · 1 citation
   #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
   2025/07/28 by Zhou, Shijie, Zhang, Ruiyi, Zhu, Huaisheng +5 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences