| 2026 | ACL | Revitalizing Black-Box Interpretability: Actionable Interpretability for LLMs via Proxy Models. | Junhao Liu, Haonan Yu, Zhenyu Yan, Xin Zhang |
| 2025 | AAAI | ReX: A Framework for Incorporating Temporal Information in Model-Agnostic Local Explanation Techniques. | Junhao Liu, Xin Zhang |
| 2025 | AAAI | Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs. | Lei Zhang, Yunshui Li, Jiaming Li, Xiaobo Xia, Jiaxi Yang, Run Luo, Minzheng Wang, Longze Chen, Junhao Liu, Qiang Qu, Min Yang |
| 2025 | ICIP | Multimodal Cell Context Instruction Tuning for Conditional DNA Regulatory Sequence Generation with Large Language Models. | Junhao Liu, Pengpeng Zhang, Siwei Xu, Shushrruth Sai Srinivasan, Yongxian Wu, Jing Zhang |
| 2025 | KDD | Identifying Combinatorial Regulatory Genes for Cell Fate Decision via Reparameterizable Subset Explanations. | Junhao Liu, Pengpeng Zhang, Martin Renqiang Min, Jing Zhang |
| 2025 | KSEM | From Thinking to Output: Chain-of-Thought and Text Generation Characteristics in Reasoning Language Models. | Junhao Liu, Zhenhao Xu, Yuxin Fang, Yichuan Chen, Zuobin Ying, Wenhan Chang |
| 2024 | ACL | One-Shot Learning as Instruction Data Prospector for Large Language Models. | Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Ling-Hao Chen, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li |
| 2024 | ACL | Marathon: A Race Through the Realm of Long Context with Large Language Models. | Lei Zhang, Yunshui Li, Ziqiang Liu, Jiaxi Yang, Junhao Liu, Longze Chen, Run Luo, Min Yang |
| 2024 | ACML | Understanding Transcriptional Regulatory Redundancy by Learnable Global Subset Perturbations. | Junhao Liu, Siwei Xu, Dylan Riffle, Ziheng Duan, Martin Renqiang Min, Jing Zhang |
| 2024 | CIKM | scACT: Accurate Cross-modality Translation via Cycle-consistent Training from Unpaired Single-cell Data. | Siwei Xu, Junhao Liu, Jing Zhang |
| 2024 | ICIP | Multi-View Multi-Focus Image Fusion: A Novel Benchmark Dataset and Method. | Zhilong Li, Kejun Wu, Junhao Liu, Qiong Liu, You Yang |
| 2022 | EMNLP | Self-Distillation with Meta Learning for Knowledge Graph Completion. | Yunshui Li, Junhao Liu, Min Yang, Chengming Li |
| 2021 | ACL | Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews. | Junhao Liu, Zhen Hai, Min Yang, Lidong Bing |
| 2020 | AAAI | Interactive Dual Generative Adversarial Networks for Image Captioning. | Junhao Liu, Kai Wang, Chunpu Xu, Zhou Zhao, Ruifeng Xu, Ying Shen, Min Yang |
| 2020 | AAAI | Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering. | Jian Wang, Junhao Liu, Wei Bi, Xiaojiang Liu, Kejing He, Ruifeng Xu, Min Yang |
| 2020 | COLING | Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation. | Junhao Liu, Linjun Shou, Jian Pei, Ming Gong, Min Yang, Daxin Jiang |
| 2020 | COLING | Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems. | Jian Wang, Junhao Liu, Wei Bi, Xiaojiang Liu, Kejing He, Ruifeng Xu, Min Yang |