| 2026 | AAAI | Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution. | Xiao He, Zhijun Tu, Kun Cheng, Mingrui Zhu, Jie Hu, Nannan Wang, Xinbo Gao |
| 2026 | AAAI | PLA-MGRA: Multi-Granularity and Relation-Aware Learning for Efficient and Generalizable Protein-Ligand Binding Affinity Prediction. | Shunfan Li, Jiangkai Long, Xin Zou, Chang Tang, Yuanyuan Liu, Xiao He, Xuesong Yan |
| 2026 | ACL | APEX: Learning Adaptive Priorities for Multi-Objective Alignment in Vision-Language Generation. | Dongliang Chen, Xinlin Zhuang, Junjie Xu, Luojian Xie, Zehui Wang, Jiaxi Zhuang, Haolin Yang, Liang Dou, Xiao He, Xingjiao Wu, Ying Qian |
| 2026 | EuroSys | Proactive Change Risk Detection in Production Cloud Systems: ByteDance's Experience. | Jinyang Liu, Yichen Li, Tieying Zhang, Binbin Chen, Xiao He, Zhihan Jiang, Haipeng Zhang, Gang Wu, Yi Li |
| 2026 | GECCO | Budget-aware Algorithm Selection for Black-box Optimization. | Xiao He, Haopu Shang, Bin Zhang, Weiyong Yang, Chao Qian |
| 2025 | AAAI | Effective Diffusion Transformer Architecture for Image Super-Resolution. | Kun Cheng, Lei Yu, Zhijun Tu, Xiao He, Liyu Chen, Yong Guo, Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Hu |
| 2025 | CVPR | NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results. | Yuqian Fu, Xingyu Qiu, Bin Ren, Yanwei Fu, Radu Timofte, Nicu Sebe, Ming-Hsuan Yang, Luc Van Gool, Kaijin Zhang, Qingpeng Nong, Xiugang Dong, Hong Gao, Xiangsheng Zhou, Jiancheng Pan, Yanxing Liu, Xiao He, Jiahao Li, Yuze Sun, Xiaomeng Huang, Zhenyu Zhang, Ran Ma, Yuhan Liu, Zijian Zhuang, Shuai Yi, Yixiong Zou, Lingyi Hong, Mingxi Chen, Runze Li, Xingdong Sheng, Wenqiang Zhang, Weisen Chen, Yongxin Yan, Xinguo Chen, Yuanjie Shao, Zhengrong Zuo, Nong Sang, Hao Wu, Haoran Sun, Shuming Hu, Yan Zhang, Zhiguang Shi, Yu Zhang, Chao Chen, Tao Wang, Da Feng, Linhai Zhuo, Ziming Lin, Yali Huang, Jie Me, Yiming Yang, Mi Guo, Mingyuan Jiu, Mingliang Xu, Maomao Xiong, Qunshu Zhang, Xinyu Cao, Yuqing Yang, Dianmo Sheng, Xuanpu Zhao, Zhiyu Li, Xuyang Ding, Wenqian Li |
| 2025 | CVPR | Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection. | Jiancheng Pan, Yanxing Liu, Xiao He, Long Peng, Jiahao Li, Yuze Sun, Xiaomeng Huang |
| 2025 | GECCO | How to Train Algorithm Selection Models: Insights from Black-box Continuous Optimization. | Xiao He, Haopu Shang, Chao Qian |
| 2025 | ICML | Diff-MoE: Diffusion Transformer with Time-Aware and Space-Adaptive Experts. | Kun Cheng, Xiao He, Lei Yu, Zhijun Tu, Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Hu |
| 2025 | IJCAI | PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction. | Xiangxiang Shen, Zheng Wan, Lingfeng Wen, Licheng Sun, Jian Yang, Xuan Tang, Shing-Ho J. Lin, Xiao He, Mingsong Chen, Xian Wei |
| 2025 | WWW | Flow-of-Action: SOP Enhanced LLM-Based Multi-Agent System for Root Cause Analysis. | Changhua Pei, Zexin Wang, Fengrui Liu, Zeyan Li, Yang Liu, Xiao He, Rong Kang, Tieying Zhang, Jianjun Chen, Jianhui Li, Gaogang Xie, Dan Pei |
| 2025 | SIGMOD | Reproducibility Report for ACM SIGMOD 2025 Paper: 'PLM4NDV: Minimizing Data Access for Number of Distinct Values Estimation with Pre-trained Language Models'. | Qihao Cheng, Feng Yu, Xianghong Xu, Xiao He, Tieying Zhang |
| 2024 | ECCV | ViewFormer: Exploring Spatiotemporal Modeling for Multi-view 3D Occupancy Perception via View-Guided Transformers. | Jinke Li, Xiao He, Chonghua Zhou, Xiaoqiang Cheng, Yang Wen, Dan Zhang |
| 2024 | IROS | LiDAR-based HD Map Localization using Semantic Generalized ICP with Road Marking Detection. | Yansong Gong, Xinglian Zhang, Jingyi Feng, Xiao He, Dan Zhang |
| 2024 | ICRA | Bio-Inspired Pupal-Mode Actuator with Ultra-Crossing Capability for Soft Robots. | Zhenxing Wang, Xiao He, Yuhang Zhang, Cheng Zhang, Lei Sun, Zhidong Wang, Shun Xu, Hao Liu |
| 2024 | SC | Pushing the Limit of Quantum Mechanical Simulation to the Raman Spectra of a Biological System with 100 Million Atoms. | Honghui Shang, Ying Liu, Zhikun Wu, Zhenchuan Chen, Jinfeng Liu, Meiyue Shao, Yingzhou Li, Bowen Kan, Huimin Cui, Xiaobing Feng, Yunquan Zhang, Donald G. Truhlar, Hong An, Xiao He, Jinlong Yang |
| 2023 | ASPLOS | ShapleyIQ: Influence Quantification by Shapley Values for Performance Debugging of Microservices. | Ye Li, Jian Tan, Bin Wu, Xiao He, Feifei Li |
| 2023 | ICCV | All-to-key Attention for Arbitrary Style Transfer. | Mingrui Zhu, Xiao He, Nannan Wang, Xiaoyu Wang, Xinbo Gao |
| 2023 | ICDE | Active Sampling for Sparse Table by Bayesian Optimization with Adaptive Resolution. | Xiao He, Jian Tan, Bin Wu, Feifei Li, Xinping Zhang, Gaozhong Liang, Jinfeng Xu |
| 2022 | COMPSAC | MerGen: A Smart Code Merging Approach for Automatically Generated Code. | Xiao He, Letian Tang, Yi Liu |
| 2022 | CVPR | Panoptic-PHNet: Towards Real-Time and High-Precision LiDAR Panoptic Segmentation via Clustering Pseudo Heatmap. | Jinke Li, Xiao He, Yang Wen, Yuan Gao, Xiaoqiang Cheng, Dan Zhang |
| 2022 | ICCSA | Coding Cross Sections of an Electron Charge Transfer Process. | Emlia Valena Ferreira de Arago, Luca Mancini, Xiao He, Noelia Faginas Lago, Marzio Rosi, Daniela Ascenzi, Fernando Pirani |
| 2022 | MODELS | Accelerating similarity-based model matching using on-the-fly similarity preserving hashing. | Xiao He, Letian Tang, Yutong Li |
| 2022 | SIGMOD | SAM: Database Generation from Query Workloads with Supervised Autoregressive Models. | Jingyi Yang, Peizhi Wu, Gao Cong, Tieying Zhang, Xiao He |
| 2020 | IJCNN | Online Meta-Forest for Regression Data Streams. | Ammar Shaker, Christoph Grtner, Xiao He, Shujian Yu |
| 2020 | ISSTA | Testing high performance numerical simulation programs: experience, lessons learned, and open issues. | Xiao He, Xingwei Wang, Jia Shi, Yi Liu |
| 2019 | AAAI | Efficient and Scalable Multi-Task Regression on Massive Number of Tasks. | Xiao He, Francesco Alesiani, Ammar Shaker |
| 2019 | CEC | A Probability Model-based Memetic Algorithm for Distributed Heterogeneous Flow-Shop Scheduling. | Jingfang Chen, Ling Wang, Xiao He, Dexian Huang |
| 2019 | ICML | Learning Discrete Structures for Graph Neural Networks. | Luca Franceschi, Mathias Niepert, Massimiliano Pontil, Xiao He |
| 2018 | CISIS | Deep Q-Network for User Association in Heterogeneous Cellular Networks. | Nan Zhao, Xiao He, Minghu Wu, Pengfei Fan, Menglin Fan, Chao Tian |
| 2018 | COMPSAC | An Efficient Retrograde Storage for Self-Destructing Messages on Frequently Colliding Hash Table. | Yan Zhu, Shuai Yang, Guohua Gan, Xiao He |
| 2018 | COMPSAC | SPESC: A Specification Language for Smart Contracts. | Xiao He, Bohan Qin, Yan Zhu, Xing Chen, Yi Liu |
| 2018 | MODELSWARD | Analysis of the Evolution of the UML Metamodel. | Zhiyi Ma, Huihong He, Jinyang Liu, Xiao He |
| 2017 | COMPSAC | Towards Variability Management in Bidirectional Model Transformation. | Xiao He, Zhenjiang Hu, Yi Liu |
| 2017 | ICDM | Kernel Conditional Clustering. | Xiao He, Thomas Gumbsch, Damian Roqueiro, Karsten M. Borgwardt |
| 2017 | IECON | Fault detection of nonlinear systems with missing measurements and censored data. | Jie Huang, Xiao He |
| 2017 | IECON | Fault detection and estimation for Markov jump linear systems with state delays. | Hongyang Li, Xiao He |
| 2017 | IECON | Distributed fault source detection and topology accommodation design of wireless sensor networks. | Ye Zhao, Xiao He, Donghua Zhou |
| 2017 | SMC | Augmented mahalanobis distance for incipient fault detection of industrial processes. | Hongquan Ji, Xiao He, Donghua Zhou |
| 2016 | MODELS | Technical debt in MDE: a case study on GMF/EMF-based projects. | Xiao He, Paris Avgeriou, Peng Liang, Zengyang Li |
| 2016 | TASE | Towards Parallel Model Generation for Random Performance Testing of Model-Oriented Operations. | Xiao He, Wenfeng Li, Tian Zhang, Yi Liu |
| 2015 | COMPSAC | Towards Model-Driven Variability-Based Flexible Service Compositions. | Xiao He, Yanmei Fu, Chang-Ai Sun, Zhiyi Ma, Weizhong Shao |
| 2014 | APWEB | Detect and Analyze Flu Outlier Events via Social Network. | Quanquan Fu, Changjun Hu, Wenwen Xu, Xiao He, TieShan Zhang |
| 2014 | COMPSAC | Randomized Model Generation for Performance Testing of Model Transformations. | Xiao He, Tian Zhang, Zhiyi Ma, Weizhong Shao |
| 2014 | ICCAD | TonyChopper: a desynchronization package. | Zhao Wang, Xiao He, Carl M. Sechen |
| 2014 | ICDM | Finding the Optimal Subspace for Clustering. | Sebastian Goebl, Xiao He, Claudia Plant, Christian Bhm |
| 2014 | KDD | Relevant overlapping subspace clusters on categorical data. | Xiao He, Jing Feng, Bettina Konte, Son T. Mai, Claudia Plant |
| 2013 | ICDM | Compression-Based Graph Mining Exploiting Structure Primitives. | Jing Feng, Xiao He, Nina C. Hubig, Christian Bhm, Claudia Plant |
| 2013 | ICDM | Active Density-Based Clustering. | Son T. Mai, Xiao He, Nina C. Hubig, Claudia Plant, Christian Bhm |
| 2013 | MASS | Efficient Topology Design in Time-Evolving and Energy-Harvesting Wireless Sensor Networks. | Fan Li, Siyuan Chen, Shaojie Tang, Xiao He, Yu Wang |
| 2013 | PAKDD | Robust Synchronization-Based Graph Clustering. | Junming Shao, Xiao He, Qinli Yang, Claudia Plant, Christian Bhm |
| 2013 | WCNC | Traffic load distribution of circular sailing routing in dense wireless networks. | Fan Li, Xiao He, Siyuan Chen, Libo Jiang, Dongliang Wang, Yu Wang |
| 2013 | SDM | Efficient Anytime Density-based Clustering. | Christian Bhm, Jing Feng, Xiao He, Son T. Mai |
| 2012 | INFOCOM | L2P2: Location-aware location privacy protection for location-based services. | Yu Wang, Dingbang Xu, Xiao He, Chao Zhang, Fan Li, Bin Xu |
| 2012 | KDD | Summarization-based mining bipartite graphs. | Jing Feng, Xiao He, Bettina Konte, Christian Bhm, Claudia Plant |
| 2011 | APSEC | VisTML: A Visual Modeling Language for Model Transformation. | Xiao He, Zhiyi Ma, Yi Liu, Hongjie Chen, Weizhong Shao |
| 2011 | ICDM | Automatically Spotting Information-Rich Nodes in Graphs. | Xiao He, Jing Feng, Claudia Plant |
| 2010 | ICARCV | Robust H | Weiwei Zhao, Xiao He, Yindong Ji |
| 2009 | COMPSAC | On Model Transformation Reuse. | Xiao He, Zhiyi Ma, Yan Zhang, Weizhong Shao |
| 2009 | SERVICES | A Model Driven Development Platform for Service-Oriented Applications. | Zhiyi Ma, Xiao He, Lianghuan Kang |
| 2007 | COMPSAC | A metamodel for the notation of graphical modeling languages. | Xiao He, Zhiyi Ma, Weizhong Shao, Ge Li |
| 2005 | IGARSS | Study on the marketing area's building method based on Voronoi polygon - an example of feed industry enterprises of anhui province. | Xiao He, Xiaodong Zhang, Dehai Zhu |