| 2026 | ACL | Pru-CoT: Towards Efficient Reasoning Distillation via Pruning Chain-of-Thought. | Han Liu, Shuotian Ma, Hui Li, Xiaotong Zhang, Fenglong Ma, Hong Yu |
| 2026 | KDD | RUQuant: Towards Refining Uniform Quantization for Large Language Models. | Han Liu, Haotian Gao, Changya Li, Feng Zhang, Xiaotong Zhang, Wei Wang, Hong Yu |
| 2026 | WWW | SEP-Attack: A Simple and Effective Paradigm for Transfer-Based Textual Adversarial Attack. | Han Liu, Zhi Xu, Xiaotong Zhang, Feng Zhang, Xiaoming Xu, Wei Wang, Fenglong Ma, Hong Yu |
| 2025 | AAAI | Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning. | Han Liu, Yuanyuan Wang, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hong Yu |
| 2025 | ACL | AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection. | Han Liu, Changya Li, Xiaotong Zhang, Feng Zhang, Fenglong Ma, Wei Wang, Hong Yu |
| 2025 | EMNLP | Improving Clustering with Positive Pairs Generated from LLM-Driven Labels. | Xiaotong Zhang, Ying Li |
| 2025 | ICASSP | Non-Autoregressive Image Captioning with Multi-Label Classification and Self-Critical Sequence Training. | Yuanqiu Liu, Hong Yu, Hui Li, Xiaotong Zhang, Xin Han, Han Liu |
| 2025 | ICASSP | Soft Augmentation for Graph Classification. | Weihuang Zheng, Xiaotong Zhang, Rui Dong, Youyong Kong |
| 2025 | ICRA | Relevance-Driven Decision Making for Safer and More Efficient Human Robot Collaboration. | Xiaotong Zhang, Dingcheng Huang, Kamal Youcef-Toumi |
| 2025 | KDD | SEPTQ: A Simple and Effective Post-Training Quantization Paradigm for Large Language Models. | Han Liu, Haotian Gao, Xiaotong Zhang, Changya Li, Feng Zhang, Wei Wang, Fenglong Ma, Hong Yu |
| 2025 | MICCAI | Skip Priors and Add Graph-Based Anatomical Information, for Point-Based Couinaud Segmentation. | Xiaotong Zhang, Alexander Broersen, Gonnie C. M. van Erp, Silvia L. Pintea, Jouke Dijkstra |
| 2025 | NAACL | SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification. | Han Liu, Shuqin Li, Xiaotong Zhang, Yuanyuan Wang, Feng Zhang, Hongyang Chen, Hong Yu |
| 2025 | NAACL | Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection. | Xiaotong Zhang, Qianru Zhou, Han Liu, Hong Yu |
| 2024 | AAAI | Depression Detection via Capsule Networks with Contrastive Learning. | Han Liu, Changya Li, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2024 | AAAI | Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing. | Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2024 | AAAI | A Goal Interaction Graph Planning Framework for Conversational Recommendation. | Xiaotong Zhang, Xuefang Jia, Han Liu, Xinyue Liu, Xianchao Zhang |
| 2024 | EMNLP | A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection. | Xiaotong Zhang, Xinyi Li, Feng Zhang, Zhiyi Wei, Junfeng Liu, Han Liu |
| 2024 | ICASSP | New Intent Discovery with Multi-View Clustering. | Han Liu, Junjie Sun, Xiaotong Zhang, Hongyang Chen |
| 2024 | ICASSP | Continual Learning with Class-Level Minimally Interfered Update. | Guanglu Wang, Xianchao Zhang, Han Liu, Xiaotong Zhang, Jie Mu, Wentao Yang, Linlin Zong |
| 2024 | ICASSP | Reinforcement Learning Compensated Filter for Multi-Agents Cooperative Localization. | Ran Wang, Jing Sun, Cheng Xu, Ruixue Li, Shihong Duan, Xiaotong Zhang |
| 2024 | ICRA | How Does Perception Affect Safety: New Metrics and Strategy. | Xiaotong Zhang, Jinger Chong, Kamal Youcef-Toumi |
| 2024 | SIGIR | Label Hierarchical Structure-Aware Multi-Label Few-Shot Intent Detection via Prompt Tuning. | Xiaotong Zhang, Xinyi Li, Han Liu, Xinyue Liu, Xianchao Zhang |
| 2023 | AAAI | SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack. | Han Liu, Zhi Xu, Xiaotong Zhang, Xiaoming Xu, Feng Zhang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2023 | AAAI | Boosting Few-Shot Text Classification via Distribution Estimation. | Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Fenglong Ma, Xiao-Ming Wu, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2023 | CIKM | Boosting Meta-Learning Cold-Start Recommendation with Graph Neural Network. | Han Liu, Hongxiang Lin, Xiaotong Zhang, Fenglong Ma, Hongyang Chen, Lei Wang, Hong Yu, Xianchao Zhang |
| 2023 | HCI | All Things Coexist Without Harming Each Other-A Growing Research in Multi-species Intelligent Design. | Guanqing Hua, Tanhao Gao, Xiaotong Zhang, Hongtao Zhou |
| 2023 | HCI | TACTILE DESIGN: Touching The Light of Art in a Dark World. | Dingwei Zhang, Xiaotong Zhang, Hongtao Zhou |
| 2023 | ICASSP | Knowledge-Aware Graph Convolutional Network with Utterance-Specific Window Search for Emotion Recognition In Conversations. | Xiaotong Zhang, Peng He, Han Liu, Zhengxi Yin, Xinyue Liu, Xianchao Zhang |
| 2023 | ICASSP | TRICL: Triplet Continual Learning. | Xianchao Zhang, Guanglu Wang, Xiaotong Zhang, Han Liu, Zhengxi Yin, Wentao Yang |
| 2023 | IJCAI | Boosting Decision-Based Black-Box Adversarial Attack with Gradient Priors. | Han Liu, Xingshuo Huang, Xiaotong Zhang, Qimai Li, Fenglong Ma, Wei Wang, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2023 | IJCNN | FW-ECPE: An Emotion-Cause Pair Extraction Model Based on Fusion Word Vectors. | Xinyi Song, Dongsheng Zou, Yi Yu, Xiaotong Zhang |
| 2023 | SMC | DehazeDM: Image Dehazing via Patch Autoencoder Based on Diffusion Models. | Yuming Yang, Dongsheng Zou, Xinyi Song, Xiaotong Zhang |
| 2022 | DATE | TCX: A Programmable Tensor Processor. | Tailin Liang, Lei Wang, Shaobo Shi, John Glossner, Xiaotong Zhang |
| 2022 | HCI | Using Gamified Interactive Experience to Relieve Psychological Pressure in the Post-pandemic Era. | Tanhao Gao, Jingwen Tian, Xiaotong Zhang, Dingwei Zhang, Hongtao Zhou |
| 2022 | HCI | Tactile Cognition and Art Product Design for the Blind Based on Emotional Interaction. | Xiaotong Zhang, Jingwen Tian, Tanhao Gao, Dingwei Zhang, Hongtao Zhou |
| 2022 | ICPR | Data-Efficient Deep Reinforcement Learning with Symmetric Consistency. | Xianchao Zhang, Wentao Yang, Xiaotong Zhang, Han Liu, Guanglu Wang |
| 2022 | IROS | Systematic Evaluation and Analysis on Hybrid Strategies of Automatic Agent Last-mile Delivery. | Xiaotong Zhang, Abdullatif Al-Alsheikh, Kamal Youcef-Toumi |
| 2022 | KDD | Label-enhanced Prototypical Network with Contrastive Learning for Multi-label Few-shot Aspect Category Detection. | Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Junjie Sun, Hong Yu, Xianchao Zhang |
| 2022 | SMC | Multiway Bidirectional Attention and External Knowledge for Multiple-choice Reading Comprehension. | Dongsheng Zou, Xiaotong Zhang, Xinyi Song, Yi Yu, Yuming Yang, Kang Xi |
| 2022 | WWW | Modeling User Behavior with Graph Convolution for Personalized Product Search. | Lu Fan, Qimai Li, Bo Liu, Xiao-Ming Wu, Xiaotong Zhang, Fuyu Lv, Guli Lin, Sen Li, Taiwei Jin, Keping Yang |
| 2022 | SIGIR | A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism. | Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Junjie Sun, Hong Yu, Xianchao Zhang |
| 2022 | SENSYS | Synthesized Millimeter-Waves for Human Motion Sensing. | Xiaotong Zhang, Zhenjiang Li, Jin Zhang |
| 2021 | CVPR | Posterior Promoted GAN With Distribution Discriminator for Unsupervised Image Synthesis. | Xianchao Zhang, Ziyang Cheng, Xiaotong Zhang, Han Liu |
| 2021 | EMNLP | An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling. | Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Xianchao Zhang |
| 2021 | ICASSP | Graphnet: Graph Clustering with Deep Neural Networks. | Xianchao Zhang, Jie Mu, Han Liu, Xiaotong Zhang |
| 2021 | KDD | Dimensionwise Separable 2-D Graph Convolution for Unsupervised and Semi-Supervised Learning on Graphs. | Qimai Li, Xiaotong Zhang, Han Liu, Quanyu Dai, Xiao-Ming Wu |
| 2021 | SMC | Class-based Core Feature Extraction Network for Few-shot Classification. | Xianchao Zhang, Yifei Shuang, Xiaotong Zhang, Han Liu |
| 2020 | ACL | Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification. | Guangfeng Yan, Lu Fan, Qimai Li, Han Liu, Xiaotong Zhang, Xiao-Ming Wu, Albert Y. S. Lam |
| 2020 | IGARSS | Evaluation of Downward Shortwave Radiation Estimations Over Tropical Ocean Surface Based on Bayesian Model Averaging Method. | Weiyu Zhang, Xiaotong Zhang, Yu Wei, Ning Hou, Jiawen Xu, Chunjie Feng, Kun Jia |
| 2020 | IGARSS | Long-Term Trends of Estimated Surface Incident Shortwave Radiation in China During 1970-2015. | Ning Hou, Xiaotong Zhang, Weiyu Zhang, Yu Wei, Jiawen Xu, Chunjie Feng |
| 2020 | QRS | Creative Computing based Experimental Study of Somatosensory Games for Promoting Intention Understanding. | Jie Jian, Xiaotong Zhang, Ping Ma |
| 2019 | CVPR | Label Efficient Semi-Supervised Learning via Graph Filtering. | Qimai Li, Xiao-Ming Wu, Han Liu, Xiaotong Zhang, Zhichao Guan |
| 2019 | EMNLP | Reconstructing Capsule Networks for Zero-shot Intent Classification. | Han Liu, Xiaotong Zhang, Lu Fan, Xuandi Fu, Qimai Li, Xiao-Ming Wu, Albert Y. S. Lam |
| 2019 | ICCE | How the Habits of Self-regulated Academic Writers are Behaviorally Facilitated? | Hercy N. H. Cheng, Xiaotong Zhang |
| 2019 | ICDM | SNSaPP: Unbiased Social Media Analysis Against Paid Posters. | Chong Long, Xiaotong Zhang, Yafang Wang, Xiaolu Lu, Feiwu Han, Jiaxing Zhang, Xiaolong Li |
| 2019 | IJCAI | Attributed Graph Clustering via Adaptive Graph Convolution. | Xiaotong Zhang, Han Liu, Qimai Li, Xiao-Ming Wu |
| 2018 | IJCAI | Multi-Task Clustering with Model Relation Learning. | Xiaotong Zhang, Xianchao Zhang, Han Liu, Jiebo Luo |
| 2018 | Interspeech | Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task. | Xiaotong Zhang, Xingliang Cheng, Mingxing Xu, Thomas Fang Zheng |
| 2017 | IECON | Simplified direct modulation prediction approach for modular multilevel converter. | Jingjing Huang, Yuangang Sun, Xiaotong Zhang, Xiangqian Tong, Shi Gao |
| 2017 | IECON | Backstepping based nonlinear control strategy for MMC topology. | Xiaotong Zhang, Jingjing Huang, Xin Zhang, Xiangqian Tong |
| 2017 | UIC | DFSA: A classification capability quantification method for human action recognition. | Cheng Xu, Jie He, Xiaotong Zhang |
| 2016 | ICNC | Quantitative Structure-Retention Relationship (QSRR) study of oxygen-containing organic compounds based on Gene Expression Programming (GEP). | Xiaotong Zhang, Ting Sun, Lihua Shi, Ling Ding, Zhaolin Sun, Lijuan Song |
| 2016 | IJCAI | Self-Adapted Multi-Task Clustering. | Xianchao Zhang, Xiaotong Zhang, Han Liu |
| 2015 | IJCAI | Multi-Task Multi-View Clustering for Non-Negative Data. | Xianchao Zhang, Xiaotong Zhang, Han Liu |
| 2015 | MASS | Optimal Time and Channel Assignment for Data Collection in Wireless Sensor Networks. | Yanhong Yang, Huan Yang, Liang Cheng, Xiaotong Zhang |
| 2015 | UIC | Underground Magnetic Localization Method and Optimization Based on Simulated Annealing Algorithm. | Qiwei Huang, Xiaotong Zhang, Jing Ma |
| 2015 | UIC | BER Analysis of BPSK Based Magneto-Inductive Communication System in Clay Channel. | Qiwei Huang, Xiaotong Zhang, Jing Ma |
| 2015 | UIC | Parameters Optimization of Back Propagation Neural Network Based on Memetic Algorithm Coupled with Genetic Algorithm. | Qiang Li, Xiaotong Zhang, Azzeddine Rigat, Yiping Li |
| 2015 | UIC | Sparse Multi-target Localization and Tracking in Wireless Sensor Network. | Zuoxin Xiahou, Xiaotong Zhang, Jing Ma |
| 2015 | UIC | Ultrasound Ranging Method Based on Network-Level Synchronization. | Xiaofeng You, Xiaotong Zhang, Jie He, Fuqiang Ma |
| 2014 | AAAI | Novel Density-Based Clustering Algorithms for Uncertain Data. | Xianchao Zhang, Han Liu, Xiaotong Zhang, Xinyue Liu |
| 2013 | AAAI | Smart Multi-Task Bregman Clustering and Multi-Task Kernel Clustering. | Xianchao Zhang, Xiaotong Zhang |
| 2013 | IGARSS | Estimating downward surface shortwave radiation using MTSAT-1R and ground measurements data by Bayesian maximum entropy method. | Xiaotong Zhang, Shunlin Liang, Gongqi Zhou |
| 2012 | PERCOM | Subsurface monitoring using low frequency wireless signal networks. | Suk-Un Yoon, Liang Cheng, Ehsan Ghazanfari, Zi Wang, Xiaotong Zhang, Sibel Pamukcu, Muhannad T. Suleiman |
| 2012 | WCNC | CRTRA: Coloring route-tree based resource allocation algorithm for industrial wireless sensor networks. | Xiaotong Zhang, Qiong Luo, Liang Cheng, Yadong Wan, Hongling Song, Yanhong Yang |
| 2010 | GLOBECOM | A Real Implementation of DPI in 3G Network. | Xiaoming Lu, Weihua Cao, Xusheng Huang, Feiyi Huang, Liwen He, Wenhong Yang, Shaobin Wang, Xiaotong Zhang, Hongsong Chen |
| 2008 | AAAI | Reasoning with Cardinal Directions: An Efficient Algorithm. | Xiaotong Zhang, Weiming Liu, Sanjiang Li, Mingsheng Ying |
| 2008 | SECON | Anshan: Wireless Sensor Networks for Equipment Fault Diagnosis in the Process Industry. | Yadong Wan, Lei Li, Jie He, Xiaotong Zhang, Qin Wang |