Liu, Junhao

9 publications

TMLR 2026 FL-Sailer: Efficient and Privacy-Preserving Federated Learning for Scalable Single-Cell Epigenetic Data Analysis via Adaptive Sampling Guangyi Zhang, Yi Dai, Yiyun He, Junhao Liu

ICLR 2026 SC-Arena: A Natural Language Benchmark for Single-Cell Reasoning with Knowledge-Augmented Evaluation Jiahao Zhao, Feng Jiang, Shaowei Qin, Zhonghui Zhang, Junhao Liu, Guibing Guo, Hamid Alinejad-Rokny, Min Yang

AAAI 2025 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

AAAI 2025 ReX: A Framework for Incorporating Temporal Information in Model-Agnostic Local Explanation Techniques Junhao Liu, Xin Zhang

NeurIPSW 2024 Learnable Subset Perturbations for Understanding Transcriptional Regulatory Redundancy Junhao Liu, Siwei Xu, Dylan Riffle, Ziheng Duan, Jing Zhang

ACML 2024 Understanding Transcriptional Regulatory Redundancy by Learnable Global Subset Perturbations Junhao Liu, Siwei Xu, Dylan Riffle, Ziheng Duan, Martin Renqiang Min, Jing Zhang

NeurIPS 2023 A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization Yuanyuan Liu, Fanhua Shang, Weixin An, Junhao Liu, Hongying Liu, Zhouchen Lin

AAAI 2020 Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering Jian Wang, Junhao Liu, Wei Bi, Xiaojiang Liu, Kejing He, Ruifeng Xu, Min Yang

AAAI 2020 Interactive Dual Generative Adversarial Networks for Image Captioning Junhao Liu, Kai Wang, Chunpu Xu, Zhou Zhao, Ruifeng Xu, Ying Shen, Min Yang