| 2026 | ACL | Preventing Safety Drift in Large Language Models via Coupled Weight and Activation Constraints. | Songping Peng, Zhiheng Zhang, Daojian Zeng, Lincheng Jiang, Xieping Gao |
| 2026 | ACL | Hetero-Designer: Automated Design of Multi-Agent Systems with Heterogeneous LLMs. | Zhiheng Zhang, Yuanzhe Zhang, Bohan Yu, Daojian Zeng, Kang Liu, Jun Zhao |
| 2026 | COLT | Wasserstein Policy Learning for Distributional Outcomes. | Yiyan Huang, Cheuk Hang Leung, Qi Wu, Zhiheng Zhang |
| 2025 | CVPR | Learning Person-Specific Animatable Face Models from In-the-Wild Images via a Shared Base Model. | Yuxiang Mao, Zhenfeng Fan, ZhiJie Zhang, Zhiheng Zhang, Shihong Xia |
| 2025 | ICML | Active Treatment Effect Estimation via Limited Samples. | Zhiheng Zhang, Haoxiang Wang, Haoxuan Li, Zhouchen Lin |
| 2025 | PG | Learning Transformation-Isomorphic Latent Space for Accurate Hand Pose Estimation. | Kaiwen Ren, Lei Hu, Zhiheng Zhang, Yongjing Ye, Shihong Xia |
| 2025 | VTC | A Comparison of MCMC and AMP Symbol Detectors for Single-Carrier Underwater Acoustic Communications. | Zhiheng Zhang, Tao Jun |
| 2024 | COLING | Improving Continual Few-shot Relation Extraction through Relational Knowledge Distillation and Prototype Augmentation. | Zhiheng Zhang, Daojian Zeng, Xue Bai |
| 2024 | CSCWD | Decb: A Decentralized Broker for Sky Computing. | Zhiheng Zhang, Guowei Wu |
| 2024 | ICML | Tight Partial Identification of Causal Effects with Marginal Distribution of Unmeasured Confounders. | Zhiheng Zhang |
| 2024 | UAI | Partial Identification with Proxy of Latent Confoundings via Sum-of-ratios Fractional Programming. | Zhiheng Zhang, Xinyan Su |
| 2023 | CSCWD | Optimizing The Access Control System for IOTA Tangle: A Game-Theoretic Perspective. | Zhiheng Zhang, Guowei Wu, Kaiwen Ning |
| 2023 | ICCV | Unpaired Multi-domain Attribute Translation of 3D Facial Shapes with a Square and Symmetric Geometric Map. | Zhenfeng Fan, Zhiheng Zhang, Shuang Yang, Chongyang Zhong, Min Cao, Shihong Xia |
| 2023 | ICONIP | Causal-Inspired Influence Maximization in Hypergraphs Under Temporal Constraints. | Xinyan Su, Jiyan Qiu, Zhiheng Zhang, Jun Li |
| 2023 | IECON | Evaluation of Torque Ripple Suppression Capability of Double-Stator Electrical-Excitation Machines with Shape Optimization in Different Components. | Zhiheng Zhang, Wei Hua, Yubin Wang, Xianglin Li, Xinkai Zhu |
| 2023 | SIGIR | Robust Causal Inference for Recommender System to Overcome Noisy Confounders. | Zhiheng Zhang, Quanyu Dai, Xu Chen, Zhenhua Dong, Ruiming Tang |
| 2022 | ISPA | Parallel Deployment of VNFs in Service Function Chain: Benefit or Not? | Kaiwen Ning, Hao Wang, Zhiheng Zhang, Zhou Xu, Xiaowei Shu |
| 2021 | CSCWD | Personalized and Quality-Aware Task Recommendation in Collaborative Crowdsourcing. | Kun Lu, Jiaxi Wang, Mingchu Li, Zhiheng Zhang |
| 2021 | CSCWD | Trust-Aware Service Chaining in Mobile Edge Clouds with VNF Sharing. | Zhiheng Zhang, Zichuan Xu, Guowei Wu, Jiaxi Wang, Haozhe Ren, Guochang Yuan |
| 2021 | WWW | Optimizing AD Pruning of Sponsored Search with Reinforcement Learning. | Yijiang Lian, Zhijie Chen, Xin Pei, Shuang Li, Yifei Wang, Yuefeng Qiu, Zhiheng Zhang, Zhipeng Tao, Liang Yuan, Hanju Guan, Kefeng Zhang, Zhigang Li, Xiaochun Liu |