Junhao Liu

According to our database, Junhao Liu authored at least 25 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, February, 2026

2025

Identifying Combinatorial Regulatory Genes for Cell Fate Decision via Reparameterizable Subset Explanations.

Junhao Liu, Pengpeng Zhang, Martin Renqiang Min, Jing Zhang

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Single-Cell Omics Arena: A Benchmark Study for Large Language Models on Cell Type Annotation Using Single-Cell Data.

Junhao Liu, Siwei Xu, Lei Zhang, Jing Zhang

CoRR, 2024

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, Min Yang

CoRR, 2024

Impeller: a path-based heterogeneous graph learning method for spatial transcriptomic data imputation.

Ziheng Duan, Dylan Riffle, Ren Li, Junhao Liu, Martin Renqiang Min, Jing Zhang

Bioinform., 2024

Multi-View Multi-Focus Image Fusion: A Novel Benchmark Dataset and Method.

Zhilong Li, Kejun Wu, Junhao Liu, Qiong Liu, You Yang

Proceedings of the IEEE International Conference on Image Processing, 2024

scACT: Accurate Cross-modality Translation via Cycle-consistent Training from Unpaired Single-cell Data.

Siwei Xu, Junhao Liu, Jing Zhang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Understanding Transcriptional Regulatory Redundancy by Learnable Global Subset Perturbations.

Junhao Liu, Siwei Xu, Dylan Riffle, Ziheng Duan, Martin Renqiang Min, Jing Zhang

Proceedings of the Asian Conference on Machine Learning, 2024

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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

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, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li

CoRR, 2023

Marathon: A Race Through the Realm of Long Context with Large Language Models.

Lei Zhang, Yunshui Li, Ziqiang Liu, Jiaxi Yang, Junhao Liu, Min Yang

CoRR, 2023

2022

Self-Distillation with Meta Learning for Knowledge Graph Completion.

Yunshui Li, Junhao Liu, Min Yang, Chengming Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Improving Cross-Modal Image-Text Retrieval With Teacher-Student Learning.

Junhao Liu, Min Yang, Chengming Li, Ruifeng Xu

IEEE Trans. Circuits Syst. Video Technol., 2021

Free Lunch for Co-Saliency Detection: Context Adjustment.

Lingdong Kong, Prakhar Ganesh, Tan Wang, Junhao Liu, Yao Chen, Le Zhang

CoRR, 2021

Continual Learning for Sentiment Classification by Iterative Networks Combination.

Shupeng Wang, Junhao Liu

Proceedings of the CSAI 2021: 5th International Conference on Computer Science and Artificial Intelligence, Beijing, China, December 4, 2021

Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews.

Junhao Liu, Zhen Hai, Min Yang, Lidong Bing

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

An Ensemble of Generation- and Retrieval-Based Image Captioning With Dual Generator Generative Adversarial Network.

Min Yang, Junhao Liu, Ying Shen, Zhou Zhao, Xiaojun Chen, Qingyao Wu, Chengming Li

IEEE Trans. Image Process., 2020

An Advanced Deep Generative Framework for Temporal Link Prediction in Dynamic Networks.

Min Yang, Junhao Liu, Lei Chen, Zhou Zhao, Xiaojun Chen, Ying Shen

IEEE Trans. Cybern., 2020

Hierarchical fusion of common sense knowledge and classifier decisions for answer selection in community question answering.

Min Yang, Lei Chen, Ziyu Lyu, Junhao Liu, Ying Shen, Qingyao Wu

Neural Networks, 2020

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

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation.

Junhao Liu, Linjun Shou, Jian Pei, Ming Gong, Min Yang, Daxin Jiang

Proceedings of the 28th International Conference on Computational Linguistics, 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

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Interactive Dual Generative Adversarial Networks for Image Captioning.

Junhao Liu, Kai Wang, Chunpu Xu, Zhou Zhao, Ruifeng Xu, Ying Shen, Min Yang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020