| 2026 | AAAI | GCA: Geometry-aware Conditional Alignment for Partial Domain Adaptation with Coding Rate Reduction. | Xiaohui Chen, Chuan-Xian Ren |
| 2026 | WWW | Breaking Cross-modal Alignment in Embodied Intelligence: A Multimodal Adversarial Attack Framework for Vision-Language-Action Models. | Zhihui Zhao, Xiaorong Dong, Yaowen Zheng, Xiaohui Chen, Yimo Ren, Hangbei Cheng, Yongle Chen, Limin Sun |
| 2026 | SIGIR | Exploration-and-Thinking: Agentic Reasoning over Knowledge Graphs via an LLM-RL Synergized Framework. | Yi Xia, Gang Zhou, Jing Chen, Xiaohui Chen, Qinlong Fan, Shunhang Li |
| 2025 | HCI | Participatory Gamification: Designing Interactive Exhibitions to Enhance Classical Culture Learning. | Xiaohui Chen |
| 2025 | ICASSP | GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction. | Yanxu Mao, Xiaohui Chen, Peipei Liu, Tiehan Cui, Zuhui Yue, Zheng Li |
| 2025 | ICCV | CompCap: Improving Multimodal Large Language Models with Composite Captions. | Xiaohui Chen, Satya Narayan Shukla, Mahmoud Azab, Aashu Singh, Qifan Wang, David Yang, Shengyun Peng, Hanchao Yu, Shen Yan, Xuewen Zhang, Baosheng He |
| 2025 | ICLR | MADGEN: Mass-Spec attends to De Novo Molecular generation. | Yinkai Wang, Xiaohui Chen, Liping Liu, Soha Hassoun |
| 2025 | ICML | Graph Generative Pre-trained Transformer. | Xiaohui Chen, Yinkai Wang, Jiaxing He, Yuanqi Du, Soha Hassoun, Xiaolin Xu, Liping Liu |
| 2025 | ICML | Optimal Transport Barycenter via Nonconvex-Concave Minimax Optimization. | Kaheon Kim, Rentian Yao, Changbo Zhu, Xiaohui Chen |
| 2024 | ICLR | Statistically Optimal K-means Clustering via Nonnegative Low-rank Semidefinite Programming. | Yubo Zhuang, Xiaohui Chen, Yun Yang, Richard Y. Zhang |
| 2024 | ISSTA | DeLink: Source File Information Recovery in Binaries. | Zhe Lang, Zhengzi Xu, Xiaohui Chen, Shichao Lv, Zhanwei Song, Zhiqiang Shi, Limin Sun |
| 2024 | PAKDD | Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation. | Xiaohui Chen, Tie Luo |
| 2024 | UAI | GeONet: a neural operator for learning the Wasserstein geodesic. | Andrew Gracyk, Xiaohui Chen |
| 2023 | DSN | MalAder: Decision-Based Black-Box Attack Against API Sequence Based Malware Detectors. | Xiaohui Chen, Lei Cui, Hui Wen, Zhi Li, Hongsong Zhu, Zhiyu Hao, Limin Sun |
| 2023 | ICML | Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling. | Xiaohui Chen, Jiaxing He, Xu Han, Liping Liu |
| 2023 | ICML | Likelihood Adjusted Semidefinite Programs for Clustering Heterogeneous Data. | Yubo Zhuang, Xiaohui Chen, Yun Yang |
| 2023 | INFOCOM | A Novel Hierarchically Decentralized Federated Learning Framework in 6G Wireless Networks. | Jie Zhang, Li Chen, Xiaohui Chen, Guo Wei |
| 2023 | KDD | Graph-Based Model-Agnostic Data Subsampling for Recommendation Systems. | Xiaohui Chen, Jiankai Sun, Taiqing Wang, Ruocheng Guo, Li-Ping Liu, Aonan Zhang |
| 2023 | VTC | Luby Transform Coded Computation with Error Detection in Wireless Networks. | Borui Fang, Li Chen, Xiaohui Chen, Weidong Wang |
| 2023 | VTC | RL-based Freshness-aware Frame Mode Selection for Real-time Wireless Video Transmission. | Jie Hou, Xiaohui Chen, Wenyi Zhang |
| 2023 | VTC | Heterogeneous Secure Coded Matrix Multiplication: Straggler Problem versus Information Leakage. | Hongtao Zhu, Li Chen, Xiaohui Chen, Weidong Wang |
| 2022 | AISTATS | Sketch-and-lift: scalable subsampled semidefinite program for K-means clustering. | Yubo Zhuang, Xiaohui Chen, Yun Yang |
| 2022 | COLT | Mean-field nonparametric estimation of interacting particle systems. | Rentian Yao, Xiaohui Chen, Yun Yang |
| 2022 | ISCC | MalPro: Learning on Process-Aware Behaviors for Malware Detection. | Xiaohui Chen, Ying Tong, Chunlai Du, Yongji Liu, Zhenquan Ding, Qingyun Ran, Yi Zhang, Lei Cui, Zhiyu Hao |
| 2021 | AAAI | GAN Ensemble for Anomaly Detection. | Xu Han, Xiaohui Chen, Li-Ping Liu |
| 2021 | ICML | Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation. | Xiaohui Chen, Xu Han, Jiajing Hu, Francisco J. R. Ruiz, Li-Ping Liu |
| 2021 | ICRA | A Framework for Multisensory Foresight for Embodied Agents. | Xiaohui Chen, Ramtin Hosseini, Karen Panetta, Jivko Sinapov |
| 2020 | GLOBECOM | Common amplitude-weighted analog beamforming in multiuser millimeter wave communication systems. | Wendi Wang, Huarui Yin, Xiaohui Chen, Weidong Wang |
| 2020 | VTC | Baseband Codebook Design with Long-term Information for Hybrid Beamforming Systems. | Gaozheng Liu, Li Chen, Weidong Wang, Xiaohui Chen |
| 2019 | ICASSP | Video Quality Assessment for Encrypted HTTP Adaptive Streaming: Attention-based Hybrid RNN-HMM Model. | Shuang Tang, Xiaowei Qin, Xiaohui Chen, Guo Wei |
| 2019 | IGARSS | A Markov Random Field Moel with Alternating Granularities for Segmentation of High Spatial Resolution Remote Sensing Imagery. | Chen Zheng, Min Zhang, Xiaohui Chen, Leiguang Wang |
| 2019 | VTC | Deep Learning Based Antenna Array Fault Detection. | Kaijing Chen, Wendi Wang, Xiaohui Chen, Huarui Yin |
| 2019 | VINCI | Design and Implementation of a Dynamic Map Template Based on Rule Combination. | Li Xu, Xiaohui Chen, Mengting Sun, Huanxin Chen |
| 2018 | VTC | BESS: BDP Estimation Based Slow Start Algorithm for MPTCP in mmWave-LTE Networks. | Yanbing Liu, Xiaowei Qin, Ting Zhu, Xiaohui Chen, Guo Wei |
| 2018 | VTC | Conversion of the Channel Covariance in FDD Systems with 3D Antenna Array. | Min Qin, Yi Zhang, Haichao Wei, Li Chen, Xiaohui Chen, Guo Wei |
| 2018 | VTC | Performance Loss of Hybrid Beamforming with Imperfect Phase Shifters in Millimeter Wave Systems. | Wendi Wang, Huarui Yin, Xiaohui Chen, Weidong Wang |
| 2018 | VTC | wBBR: A Bottleneck Estimation-Based Congestion Control for Multipath TCP. | Ting Zhu, Xiaowei Qin, Li Chen, Xiaohui Chen, Guo Wei |
| 2016 | GLOBECOM | Many Access for Small Packets Based on Precoding and Sparsity-Aware Recovery. | Ronggui Xie, Huarui Yin, Zhengdao Wang, Xiaohui Chen, Guo Wei |
| 2016 | ICNC | Crowd counting using accumulated HOG. | Tianchun Xu, Xiaohui Chen, Guo Wei, Weidong Wang |
| 2016 | VTC | Dynamic Power Allocation for a Hybrid Energy Harvesting Transmitter with Multiuser in Fading Channels. | Didi Liu, Jiming Lin, Junyi Wang, Xiaohui Chen, Yibin Chen |
| 2016 | VCIP | Color guided thermal image super resolution. | Xiaohui Chen, Guangtao Zhai, Jia Wang, Chunjia Hu, Yuanchun Chen |
| 2015 | INFOCOM | FNTF: First No-reference Then Full-reference image quality assessment using Dark Channel. | Xiaoxin Lv, Min Qin, Xiaohui Chen, Xiaowei Qin |
| 2015 | PIMRC | Energy efficiency of amplify-and-forward relaying with antenna selection and beamforming. | Shu Zhao, Li Chen, Xiaohui Chen |
| 2013 | WCNC | Joint optimization of channel allocation and AP association in variable channel-width WLANs. | Xiaohui Chen, Wenqing Cheng, Wei Yuan, Wei Liu, Jing Xu |
| 2012 | ICASSP | Large covariance matrix estimation: Bridging shrinkage and tapering approaches. | Xiaohui Chen, Z. Jane Wang, Martin J. McKeown |
| 2012 | PIMRC | Two-dimensional shadow fading modeling on system level. | Chen Zhang, Xiaohui Chen, Huarui Yin, Guo Wei |
| 2012 | VTC | A Novel Link Scheduling Algorithm for Spatial Reuse in Wireless Networks. | Weiqiang Liu, Dandan Miao, Xiaohui Chen, Weidong Wang |
| 2012 | VTC | A High-Efficient Algorithm of Mobile Load Balancing in LTE System. | Ying Yang, Pengfei Li, Xiaohui Chen, Weidong Wang |
| 2012 | WCNC | Price-based uplink resource allocation for hybrid-spectrum femtocell networks. | Weiqiang Liu, Xiaohui Chen, Weidong Wang |
| 2011 | CIS | Resource Optimization for Uncertain Traffic Demand in Multi-radio Multi-channel Wireless Networks. | Kai Peng, Jing Xu, Wei Liu, Xiaohui Chen, Jian Wu |
| 2010 | ICASSP | Asymptotic analysis of the Huberized LASSO estimator. | Xiaohui Chen, Z. Jane Wang, Martin J. McKeown |
| 2010 | ICIP | FMRI group studies of brain connectivity via a group robust Lasso. | Xiaohui Chen, Z. Jane Wang, Martin J. McKeown |
| 2008 | ICNC | GA-Based Modeling for a Parallel-Link Coordinate Measuring Machine. | Dejun Liu, Xiaohui Chen, Qinghui Ai, Mingming Zou |
| 2008 | WSC | Optimized maintenance design for manufacturing performance improvement using simulation. | Ahad Ali, Xiaohui Chen, Ziming Yang, Jay Lee, Jun Ni |
| 2007 | CIS | A Fuzzy Fusion in Multitarget Tracking with Multisensor. | Xiaohui Chen, Yang Zhang |