| 2026 | AAAI | InteChar: A Unified Oracle Bone Character List for Ancient Chinese Language Modeling. | Xiaolei Diao, Zhihan Zhou, Lida Shi, Ting Wang, Ruihua Qi, Daqian Shi, Hao Xu |
| 2026 | AAAI | AncientBench: Towards Comprehensive Evaluation on Excavated and Transmitted Chinese Corpora. | Zhihan Zhou, Daqian Shi, Rui Song, Lida Shi, Xiaolei Diao, Hao Xu |
| 2026 | ACL | ACSE: An Ancient Character Semantic-Aware Embedding for Large Language Models. | Zhihan Zhou, Daqian Shi, Lida Shi, Rui Song, Peiqiang Qiu, Xiaolei Diao, Hao Xu |
| 2025 | CW | Cost-Effective Active Labeling for Data-Efficient Cervical Cell Classification. | Yuanlin Liu, Zhihan Zhou, Youyi Song, Mingqiang Wei |
| 2025 | ICML | Fast and Low-Cost Genomic Foundation Models via Outlier Removal. | Haozheng Luo, Chenghao Qiu, Maojiang Su, Zhihan Zhou, Zoe Mehta, Guo Ye, Jerry Yao-Chieh Hu, Han Liu |
| 2024 | ACL | POP-CEE: Position-oriented Prompt-tuning Model for Causal Emotion Entailment. | Zhihan Zhou, Xue Gu, Yujie Zhao, Hao Xu |
| 2024 | COLING | EmoPrompt-ECPE: Emotion Knowledge-aware Prompt-tuning for Emotion-Cause Pair Extraction. | Xue Gu, Zhihan Zhou, Ziyao Meng, Jian Li, Tiago Gomes, Adriano Tavares, Hao Xu |
| 2024 | ICLR | DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes. | Zhihan Zhou, Yanrong Ji, Weijian Li, Pratik Dutta, Ramana V. Davuluri, Han Liu |
| 2024 | ICLR | On Harmonizing Implicit Subpopulations. | Feng Hong, Jiangchao Yao, Yueming Lyu, Zhihan Zhou, Ivor W. Tsang, Ya Zhang, Yanfeng Wang |
| 2024 | SIGIR | General-Purpose User Modeling with Behavioral Logs: A Snapchat Case Study. | Qixiang Fang, Zhihan Zhou, Francesco Barbieri, Yozen Liu, Leonardo Neves, Dong Nguyen, Daniel L. Oberski, Maarten W. Bos, Ron Dotsch |
| 2023 | ICLR | Long-Tailed Partial Label Learning via Dynamic Rebalancing. | Feng Hong, Jiangchao Yao, Zhihan Zhou, Ya Zhang, Yanfeng Wang |
| 2022 | ICML | Contrastive Learning with Boosted Memorization. | Zhihan Zhou, Jiangchao Yao, Yanfeng Wang, Bo Han, Ya Zhang |
| 2022 | NAACL | Learning Dialogue Representations from Consecutive Utterances. | Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang |
| 2021 | ACL | Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading. | Zhihan Zhou, Liqian Ma, Han Liu |
| 2020 | ACL | Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network. | Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu |
| 2018 | ICASSP | Joint Speaker Diarization and Recognition Using Convolutional and Recurrent Neural Networks. | Zhihan Zhou, Yichi Zhang, Zhiyao Duan |