Junxin Li

According to our database, Junxin Li authored at least 17 papers between 2020 and 2026.

Collaborative distances:

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

2026

Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models.

Guoming Ling, Zhongzhan Huang, Yupei Lin, Junxin Li, Shanshan Zhong, Hefeng Wu, Liang Lin

CoRR, January, 2026

QTTARNN: A Highly-Efficient Attention Driven Quantized Tensor Train Recursive Neural Network for Cyber-Physical-Social Intelligence.

Tinghua Zhang, Junxin Li, Xiaosong Peng, Zhixuan Zhao, Feng Wu, Biyuan Yao, Xiao-kang Wang

Concurr. Comput. Pract. Exp., January, 2026

VideoSeg-R1: Reasoning Video Object Segmentation via Reinforcement Learning.

Zishan Xu, Yifu Guo, Yuquan Lu, Fengyu Yang, Junxin Li, Lihua Cai

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning.

Zishan Xu, Yifu Guo, Yuquan Lu, Fengyu Yang, Junxin Li

CoRR, November, 2025

Significantly enhancing human antibody affinity via deep learning and computational biology-guided single-point mutations.

Junxin Li, Chao Zhang, Wei Xia, Hei Wun Kan, Kaifang Huang, Sai Li, Mark Akinola Ige, Qiuliyang Yu, Jiawei Zhao, Xiaochun Wan, John Z. H. Zhang, Haiping Zhang

Briefings Bioinform., September, 2025

Social Robots for Sleep Health: A Scoping Review.

Victor Nikhil Antony, Mengchi Li, Shu-Han Lin, Junxin Li, Chien-Ming Huang

Int. J. Soc. Robotics, April, 2025

TITFormer: Combining Textual Modality and Simulating Infrared Modality Based on Transformer for Image Enhancement.

Kaijiang Li, Haining Li, Miduo Cui, Junxin Li, Pei Lv, Bing Zhou, Mingliang Xu

IEEE Trans. Multim., 2025

Text2Omni: A Text-Only Training Strategy for MLLMs.

Junxin Li, Yifu Guo, Zishan Xu, Fengyu Yang, Siyue Chen, Siyan Wu, Lihua Cai

Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

DialogGraph-LLM: Graph-Informed LLMs for End-to-End Audio Dialogue Intent Recognition.

HongYu Liu, Junxin Li, Changxi Guo, Hao Chen, Yaqian Huang, Yifu Guo, Huan Yang, Lihua Cai

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

RidgeBuilder: Interactive Authoring of Expressive Ridgeline Plots.

Shuhan Liu, Yangtian Liu, Junxin Li, Yanwei Huang, Yue Shangguan, Zikun Deng, Di Weng, Yingcai Wu

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

MSMT-FN: Multi-segment Multi-task Fusion Network for Marketing Audio Classification.

HongYu Liu, Ruijie Wan, Yueju Han, Junxin Li, Liuxing Lu, Chao He, Lihua Cai

Proceedings of the Advanced Data Mining and Applications - 21st International Conference, 2025

2024

Development and experimental validation of computational methods for human antibody affinity enhancement.

Junxin Li, Linbu Liao, Chao Zhang, Kaifang Huang, Pengfei Zhang, John Z. H. Zhang, Xiaochun Wan, Haiping Zhang

Briefings Bioinform., November, 2024

Revolutionizing GPCR-ligand predictions: DeepGPCR with experimental validation for high-precision drug discovery.

Haiping Zhang, Hongjie Fan, Jixia Wang, Tao Hou, Konda Mani Saravanan, Wei Xia, Hei Wun Kan, Junxin Li, John Z. H. Zhang, Xinmiao Liang, Yang Chen

Briefings Bioinform., July, 2024

2023

A Survey of Natural Language Generation.

Chenhe Dong, Yinghui Li, Haifan Gong, Miaoxin Chen, Junxin Li, Ying Shen, Min Yang

ACM Comput. Surv., 2023

2022

AMR-to-Text Generation with Graph Structure Reconstruction and Coverage Mechanism.

Junxin Li, Wei Wang, Hai-Tao Zheng, Jun Gao, Rui Xie, Wei Wu

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Understanding and finding system setting-related defects in Android apps.

Jingling Sun, Ting Su, Junxin Li, Zhen Dong, Geguang Pu, Tao Xie, Zhendong Su

Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021

2020

A novel virtual screening procedure identifies Pralatrexate as inhibitor of SARS-CoV-2 RdRp and it reduces viral replication in vitro.

Haiping Zhang, Yang Yang, Junxin Li, Min Wang, Konda Mani Saravanan, Jinli Wei, Justin Tze-Yang Ng, Md. Tofazzal Hossain, Maoxuan Liu, Huiling Zhang, Xiaohu Ren, Yi Pan, Yin Peng, Yi Shi, Xiaochun Wan, Yingxia Liu, Yanjie Wei

PLoS Comput. Biol., 2020