Jun Xia
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
59
Venues
25
Active years
2001–2026
Best venue rank
A*
Where they publish
- A*IJCAI8 papers
- CIGARSS8 papers
- MulticonferenceICASSP6 papers
- A*ICLR5 papers
- A*ICML4 papers
- A*AAAI3 papers
- A*ACL2 papers
- A*ICDE2 papers
- A*WWW2 papers
- A*DAC2 papers
- A*CVPR2 papers
- A*ICRA2 papers
- ADATE1 paper
- AICCAD1 paper
- CBSN1 paper
- AIROS1 paper
- ARTSS1 paper
- AWACV1 paper
- UnrankedSENSYS1 paper
- BCBMS1 paper
- AFPGA1 paper
- CIPCCC1 paper
- CDASC1 paper
- BMASS1 paper
- CIDEAL1 paper
Papers
59 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Regressor-guided Diffusion Model for De Novo Peptide Sequencing with Explicit Mass Control. | Shaorong Chen, Jingbo Zhou, Jun Xia |
| 2026 | AAAI | Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrdinger Bridges. | Changxi Chi, Yufei Huang, Jun Xia, Jiangbin Zheng, Yunfan Liu, Zelin Zang, Stan Z. Li |
| 2026 | ACL | Med-SRAF: A Multi-Agent Framework for Medical Reasoning via Semantic Routing and Agentic Fusion. | Xiao Li, Zhuo Chen, Jun Xia, Hongxin Xiang, Chao Wang, Wenjie Du, Yang Wang |
| 2026 | ICDE | SqlRewriter: Harnessing Community Knowledge to Rewrite SQL Queries. | Qiushi Bai, Yihong Yu, Colin Michael Harrison, Jiatong Liu, James Liu, Jessie He, Hartley Tran, Jun Xia, Chen Li |
| 2026 | WWW | VecFormer: Towards Efficient and Generalizable Graph Transformer with Graph Token Attention. | Jingbo Zhou, Jun Xia, Siyuan Li, Yunfan Liu, Wenjun Wang, Yufei Huang, Changxi Chi, Mutian Hong, Zhuoli Ouyang, Shu Wang, Zhongqi Wang, Xingyu Wu, Chang Yu, Stan Z. Li |
| 2025 | DATE | Enabling Memory-Efficient On-Device Learning via Dataset Condensation. | Gelei Xu, Ningzhi Tang, Jun Xia, Ruiyang Qin, Wei Jin, Yiyu Shi |
| 2025 | ICLR | MeToken: Uniform Micro-environment Token Boosts Post-Translational Modification Prediction. | Cheng Tan, Zhenxiao Cao, Zhangyang Gao, Lirong Wu, Siyuan Li, Yufei Huang, Jun Xia, Bozhen Hu, Stan Z. Li |
| 2025 | ICLR | ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing. | Shaorong Chen, Jun Xia, Jingbo Zhou, Lecheng Zhang, Zhangyang Gao, Bozhen Hu, Cheng Tan, Wenjie Du, Stan Z. Li |
| 2025 | ICLR | Bridging the Gap between Database Search and De Novo Peptide Sequencing with SearchNovo. | Jun Xia, Sizhe Liu, Jingbo Zhou, Shaorong Chen, Hongxin Xiang, Zicheng Liu, Yue Liu, Stan Z. Li |
| 2025 | IJCAI | GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype. | Changxi Chi, Jun Xia, Jingbo Zhou, Jiabei Cheng, Chang Yu, Stan Z. Li |
| 2025 | IJCAI | MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction. | Xuqiang Li, Wenjie Du, Jun Xia, Jianmin Wang, Xiaoqi Wang, Yang Yang, Yang Wang |
| 2025 | IJCAI | Electron Density-enhanced Molecular Geometry Learning. | Hongxin Xiang, Jun Xia, Xin Jin, Wenjie Du, Li Zeng, Xiangxiang Zeng |
| 2025 | IJCAI | A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing. | Jun Xia, Jingbo Zhou, Shaorong Chen, Tianze Ling, Stan Z. Li |
| 2024 | AAAI | Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer. | Cheng Tan, Zhangyang Gao, Lirong Wu, Jun Xia, Jiangbin Zheng, Xihong Yang, Yue Liu, Bozhen Hu, Stan Z. Li |
| 2024 | DAC | Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. | Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi |
| 2024 | ICCAD | Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client. | Jun Xia, Yi Zhang, Yiyu Shi |
| 2024 | BSN | A Low-Cost Embedded Imaging System for Low-Limb Vascular Metrics Monitoring. | Chuhui Liu, Alexander Gherardi, Huining Li, Jun Xia, Wenyao Xu |
| 2024 | ICDE | DiscoGNN: A Sample-Efficient Framework for Self-Supervised Graph Representation Learning. | Jun Xia, Shaorong Chen, Yue Liu, Zhangyang Gao, Jiangbin Zheng, Xihong Yang, Stan Z. Li |
| 2024 | ICLR | KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement. | Zhangyang Gao, Cheng Tan, Xingran Chen, Yijie Zhang, Jun Xia, Siyuan Li, Stan Z. Li |
| 2024 | ICML | Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective. | Cheng Tan, Zhangyang Gao, Hanqun Cao, Xingran Chen, Ge Wang, Lirong Wu, Jun Xia, Jiangbin Zheng, Stan Z. Li |
| 2024 | ICML | A Graph is Worth K Words: Euclideanizing Graph using Pure Transformer. | Zhangyang Gao, Daize Dong, Cheng Tan, Jun Xia, Bozhen Hu, Stan Z. Li |
| 2024 | IJCAI | MMGNN: A Molecular Merged Graph Neural Network for Explainable Solvation Free Energy Prediction. | Wenjie Du, Shuai Zhang, Di Wu, Jun Xia, Ziyuan Zhao, Junfeng Fang, Yang Wang |
| 2024 | IJCAI | An Image-enhanced Molecular Graph Representation Learning Framework. | Hongxin Xiang, Shuting Jin, Jun Xia, Man Zhou, Jianmin Wang, Li Zeng, Xiangxiang Zeng |
| 2024 | IROS | An Online Rcm Adjusting System for Robot-Assisted Retinal Surgeries. | Jun Xia, Ting Wang, Huanqi Ni, Yanlin Li, Ruoxi Chen, M. Ali Nasseri, Haotian Lin, Kai Huang |
| 2023 | CVPR | Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning. | Cheng Tan, Zhangyang Gao, Lirong Wu, Yongjie Xu, Jun Xia, Siyuan Li, Stan Z. Li |
| 2023 | CVPR | CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment. | Jiangbin Zheng, Yile Wang, Cheng Tan, Siyuan Li, Ge Wang, Jun Xia, Yidong Chen, Stan Z. Li |
| 2023 | ICASSP | Deep Manifold Graph Auto-Encoder For Attributed Graph Embedding. | Bozhen Hu, Zelin Zang, Jun Xia, Lirong Wu, Cheng Tan, Stan Z. Li |
| 2023 | ICASSP | Global-Context Aware Generative Protein Design. | Cheng Tan, Zhangyang Gao, Jun Xia, Bozhen Hu, Stan Z. Li |
| 2023 | ICASSP | Wordreg: Mitigating the Gap between Training and Inference with Worst-Case Drop Regularization. | Jun Xia, Ge Wang, Bozhen Hu, Cheng Tan, Jiangbin Zheng, Yongjie Xu, Stan Z. Li |
| 2023 | ICLR | Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules. | Jun Xia, Chengshuai Zhao, Bozhen Hu, Zhangyang Gao, Cheng Tan, Yue Liu, Siyuan Li, Stan Z. Li |
| 2023 | ICML | Dink-Net: Neural Clustering on Large Graphs. | Yue Liu, Ke Liang, Jun Xia, Sihang Zhou, Xihong Yang, Xinwang Liu, Stan Z. Li |
| 2023 | IJCAI | A Systematic Survey of Chemical Pre-trained Models. | Jun Xia, Yanqiao Zhu, Yuanqi Du, Stan Z. Li |
| 2023 | RTSS | GitFL: Uncertainty-Aware Real-Time Asynchronous Federated Learning Using Version Control. | Ming Hu, Zeke Xia, Dengke Yan, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen |
| 2022 | ACL | Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings. | Jiangbin Zheng, Yile Wang, Ge Wang, Jun Xia, Yufei Huang, Guojiang Zhao, Yue Zhang, Stan Z. Li |
| 2022 | DAC | Accelerated synthesis of neural network-based barrier certificates using collaborative learning. | Jun Xia, Ming Hu, Xin Chen, Mingsong Chen |
| 2022 | ICASSP | Stacked Multi-Scale Attention Network for Image Colorization. | Bin Jiang, Fangqiang Xu, Jun Xia, Chao Yang, Wei Huang, Yun Huang |
| 2022 | ICASSP | OT Cleaner: Label Correction as Optimal Transport. | Jun Xia, Cheng Tan, Lirong Wu, Yongjie Xu, Stan Z. Li |
| 2022 | ICML | ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning. | Jun Xia, Lirong Wu, Ge Wang, Jintao Chen, Stan Z. Li |
| 2022 | IJCAI | Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation. | Jun Xia, Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen |
| 2022 | WWW | SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation. | Jun Xia, Lirong Wu, Jintao Chen, Bozhen Hu, Stan Z. Li |
| 2022 | WACV | Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation. | Lirong Wu, Zicheng Liu, Jun Xia, Zelin Zang, Siyuan Li, Stan Z. Li |
| 2022 | SENSYS | Smartphone-Based Blood Perfusion Assessment for Ulcer Care. | Huining Li, Wenhan Zheng, Aditya Pandya, Chenhan Xu, Jun Xia, Wenyao Xu |
| 2021 | CBMS | Explainable AI for COVID-19 CT Classifiers: An Initial Comparison Study. | Qinghao Ye, Jun Xia, Guang Yang |
| 2021 | ICASSP | Edge-Aware Multi-Scale Progressive Colorization. | Jun Xia, Guanghua Tan, Yi Xiao, Fangqiang Xu, Chi-Sing Leung |
| 2020 | IGARSS | Drought Monitoring in Sub-Sahara Africa. | Fan Mou, Twum-Antwi Akwasi, Mujie Li, Mingcang Zhu, Yong He, Zhanyong He, Yang Xiao, Juan Ren, Jun Xia, Xiang Zhang, Zezhong Zheng, Guoqing Zhou |
| 2020 | ICRA | Microscope-Guided Autonomous Clear Corneal Incision. | Jun Xia, Sean J. Bergunder, Duoru Lin, Ying Yan, Shengzhi Lin, M. Ali Nasseri, Mingchuan Zhou, Haotian Lin, Kai Huang |
| 2020 | IGARSS | Change of Impervious Surface of Chengdu City, China. | Yue He, Xiaobo Zhang, Jibao Shi, Jun Xia, Kai Chen, Tao Weng, Zezhong Zheng |
| 2020 | IGARSS | Land Use and Land Cover Change of Ghana. | Ankai Hou, Abrado Blankson Samuel, Mujie Li, Zezhong Zheng, Jun Xia, Xiang Zhang, Guoqing Zhou |
| 2019 | FPGA | A PYNQ-compliant Online Platform for Zynq-based DNN Developers. | Chen Chen, Jun Xia, Wenmin Yang, Kang Li, Zhilei Chai |
| 2019 | IGARSS | Urban Functional Regions Discovering Based on Deep Learning. | Fan Mou, Zhigang Liu, Ankai Hou, Ling Jiang, Shengli Wang, Jiang Li, Rui Kong, Kai Li, Zezhong Zheng, Jun Xia, Yong He, Mingcang Zhu, Guoqing Zhou, Hongsheng Zhang |
| 2019 | IGARSS | Land Price Assesment Based on Deep Neural Network. | Ankai Hou, Guoqing Zhou, Hongsheng Zhang, Jiang Li, Jiaxi Liu, Yuxuan Tao, Shaobin Jiang, Kai Li, Zezhong Zheng, Jun Xia, Yong He, Mingcang Zhu |
| 2018 | IGARSS | Monitoring of Drought Change in the Middle Reach of Yangtze River. | Pingchuan Zhang, Na Wang, Zezhong Zheng, Jun Xia, Liping Zhang, Xiang Zhang, Mingcang Zhu, Yang He, Ling Jiang, Guoqing Zhou, Jiang Li |
| 2018 | IPCCC | Decouple and Stretch: A Boost to Channel Pruning. | Zhen Chen, Jianxin Lin, Sen Liu, Jun Xia, Weiping Li |
| 2015 | IGARSS | Drought monitoring and warning in the middle reach of Yangtze River with MODIS. | Lanying Yuan, Mingcang Zhu, Zezhong Zheng, Jun Xia, Xiang Zhang, Yong He, Guoqing Zhou, Xiaowen Li, Guiyun Zhou, Yufeng Lu, Shi Qiu, Hongsheng Zhang, Jiang Li |
| 2015 | IGARSS | The application of ant colony algorithm in emergency rescue with GIS. | Yufeng Lu, Yong He, Jun Xia, Zezhong Zheng, Huan Wei, Yalan Liu, Xiang Zhang, Guoqing Zhou, Zhanmang Liao, Guiyun Zhou, Hongsheng Zhang, Jiang Li |
| 2014 | DASC | A Low Overhead Last-Write-Touch Prediction Scheme. | Jun Xia, Li Luo, Zhengbin Pang, Jun Zhang, Junsheng Chang |
| 2013 | MASS | Optimal Spectrum Leasing with the Constraints of User Admission Rate and Quality of Service. | Guiyi Wei, Min Ji, Ping Zhu, Jun Xia |
| 2011 | IDEAL | Finding First-Order Minimal Unsatisfiable Cores with a Heuristic Depth-First-Search Algorithm. | Jianmin Zhang, Weixia Xu, Jun Zhang, ShengYu Shen, Zhengbin Pang, Tiejun Li, Jun Xia, Sikun Li |
| 2001 | ICRA | An Exact Representation of Effective Cutting Shapes of 5-axis CNC Machining Using Rational Bezier and B-spline Tool Motions. | Jun Xia, Qiaode Jeffrey Ge |