| 2026 | AAAI | DAVID: Dual-stage Adaptive Vision-text Integrated Decoupling for Multimodal KV Cache Eviction. | Yifeng Gu, Jianxiu Jin, Kailing Guo, Xiangmin Xu |
| 2026 | ACL | Momoka-RAG: MCTS-Organized Mapping of Knowledge Associations for Long-Document Retrieval Augmented Generation. | Wenyu Tao, Xiaofen Xing, Zeliang Li, Xiangmin Xu |
| 2025 | ACL | TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents. | Wenyu Tao, Xiaofen Xing, Yirong Chen, Linyi Huang, Xiangmin Xu |
| 2025 | ACL | PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling. | Haojie Xie, Yirong Chen, Xiaofen Xing, Jingkai Lin, Xiangmin Xu |
| 2025 | ASRU | Intermediate-Selective Feature Enhancement for Speech Emotion Recognition. | Yangbiao Li, Xiaofen Xing, Jialong Mai, Jingyuan Xing, Xiangmin Xu |
| 2025 | CVPR | Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification. | Jiayu Jiang, Changxing Ding, Wentao Tan, Junhong Wang, Jin Tao, Xiangmin Xu |
| 2025 | EMNLP | CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling. | Mingyu Chen, Jingkai Lin, Zhaojie Chu, Xiaofen Xing, Yirong Chen, Xiangmin Xu |
| 2025 | EMNLP | TailorRPA: A Retrieval-Based Framework for Eliciting Personalized and Coherent Role-Playing Agents in General Domain. | Zhenpeng Gao, Xiaofen Xing, Xiangmin Xu |
| 2025 | EMNLP | QuantAgents: Towards Multi-agent Financial System via Simulated Trading. | Xiangyu Li, Yawen Zeng, Xiaofen Xing, Jin Xu, Xiangmin Xu |
| 2025 | EMNLP | SAKI-RAG: Mitigating Context Fragmentation in Long-Document RAG via Sentence-level Attention Knowledge Integration. | Wenyu Tao, Xiaofen Xing, Zeliang Li, Xiangmin Xu |
| 2025 | ICASSP | DecoupledSynth: Enhancing Zero-Shot Text-to-Speech Via Factors Decoupling. | Jingyuan Xing, Shuaiqi Chen, Xiangmin Xu, Xiaofen Xing |
| 2025 | ICCV | Bilateral Collaboration with Large Vision-Language Models for Open Vocabulary Human-Object Interaction Detection. | Yupeng Hu, Changxing Ding, Chang Sun, Shaoli Huang, Xiangmin Xu |
| 2025 | ICCV | Drawing Developmental Trajectory From Cortical Surface Reconstruction. | Wenxuan Wu, Ruowen Qu, Zhongliang Liu, Zhuoyan Dai, Dongzi Shi, Sijin Yu, Tong Xiong, Shiping Liu, Xiangmin Xu, Xiaofen Xing, Xin Zhang |
| 2025 | ICCV | From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure. | Sijin Yu, Zijiao Chen, Wenxuan Wu, Shengxian Chen, Zhongliang Liu, Jingxin Nie, Xiaofen Xing, Xiangmin Xu, Xin Zhang |
| 2025 | ICIP | DP-Net: A 3D Dilated Projection Framework For Precise Fetal Brain Tissue Segmentation. | Junpeng Tan, Mingjin Chen, Chunmei Qing, Xin Zhang, Xiangmin Xu |
| 2025 | Interspeech | MMLoRA: Multitask Memory Parameter-Efficient Fine-Tuning for Multimodal SER. | Yuanbo Fang, Xiaofen Xing, Xueru Li, Weibin Zhang, Xiangmin Xu |
| 2025 | Interspeech | Long-Context Speech Synthesis with Context-Aware Memory. | Zhipeng Li, Xiaofen Xing, Jingyuan Xing, Hangrui Hu, Heng Lu, Xiangmin Xu |
| 2025 | Interspeech | SA-RAS: Speaker-Aware Style Retrieval Augmented Generation for Expressive Zero-Shot Text-to-Speech Synthesis. | Xueru Li, Jingyuan Xing, Xiaofen Xing, Zhipeng Li, Xiangmin Xu |
| 2025 | Interspeech | AA-SLLM: An Acoustically Augmented Speech Large Language Model for Speech Emotion Recognition. | Jialong Mai, Xiaofen Xing, Weidong Chen, Yuanbo Fang, Xiangmin Xu |
| 2025 | Interspeech | Chain-of-Thought Distillation with Fine-Grained Acoustic Cues for Speech Emotion Recognition. | Jialong Mai, Xiaofen Xing, Yangbiao Li, Xiangmin Xu |
| 2025 | Interspeech | EATS-Speech: Emotion-Adaptive Transformation and Priority Synthesis for Zero-Shot Text-to-Speech. | Jingyuan Xing, Zhipeng Li, Shuaiqi Chen, Xiaofen Xing, Xiangmin Xu |
| 2025 | ICRA | Understanding Dynamic Human-Robot Proxemics in the Case of Four-Legged Canine-Inspired Robots. | Xiangmin Xu, Zhen Meng, Emma Li, Mohamed Khamis, Philip G. Zhao, Robin Bretin |
| 2025 | MICCAI | Heterogeneous Masked Attention-Guided Path Convolution for Functional Brain Network Analysis. | Jiakun Xu, Xin Zhang, Tong Xiong, Shengxian Chen, Xiaofen Xing, Jindou Hao, Xiangmin Xu |
| 2025 | MICCAI | Streamline Signature Net (SSN): Efficient White Matter Pathway Recognition for Bundles Parcellation Using Path Signature. | Renzhi Zhao, Xin Zhang, Zihao Tan, Jiakun Xu, Zhenyu Yang, Ye Wu, Xiangmin Xu |
| 2025 | WWW | HedgeAgents: A Balanced-aware Multi-agent Financial Trading System. | Xiangyu Li, Yawen Zeng, Xiaofen Xing, Jin Xu, Xiangmin Xu |
| 2024 | CVPR | Disentangled Pre-Training for Human-Object Interaction Detection. | Zhuolong Li, Xingao Li, Changxing Ding, Xiangmin Xu |
| 2024 | CVPR | Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On. | Xu Yang, Changxing Ding, Zhibin Hong, Junhao Huang, Jin Tao, Xiangmin Xu |
| 2024 | ICASSP | Clinical Scores Prediction and Medication Adjustment for Course of Parkinson's Disease. | Han Chen, Wenxuan Wu, Xiaofen Xing, Xiangmin Xu |
| 2024 | INFOCOM | Task-Oriented Source-Channel Coding Enabled Autonomous Driving Based on Edge Computing. | Yufeng Diao, Zhen Meng, Xiangmin Xu, Changyang She, Philip G. Zhao |
| 2024 | INFOCOM | Timeliness-Fidelity Tradeoff in 3D Scene Representations. | Xiangmin Xu, Zhen Meng, Yichi Zhang, Changyang She, Philip G. Zhao |
| 2024 | Interspeech | DropFormer: A Dynamic Noise-Dropping Transformer for Speech Emotion Recognition. | Jialong Mai, Xiaofen Xing, Weidong Chen, Xiangmin Xu |
| 2024 | IROS | Exploring 3D Human Pose Estimation and Forecasting from the Robot's Perspective: The HARPER Dataset. | Andrea Avogaro, Andrea Toaiari, Federico Cunico, Xiangmin Xu, Haralambos Dafas, Alessandro Vinciarelli, Emma Li, Marco Cristani |
| 2024 | MICCAI | Fetal MRI Reconstruction by Global Diffusion and Consistent Implicit Representation. | Junpeng Tan, Xin Zhang, Chunmei Qing, Chaoxiang Yang, He Zhang, Gang Li, Xiangmin Xu |
| 2024 | MICCAI | Cortical Surface Reconstruction from 2D MRI with Segmentation-Constrained Super-Resolution and Representation Learning. | Wenxuan Wu, Ruowen Qu, Dongzi Shi, Tong Xiong, Xiangmin Xu, Xiaofen Xing, Xin Zhang |
| 2023 | AAAI | Superpoint Transformer for 3D Scene Instance Segmentation. | Jiahao Sun, Chunmei Qing, Junpeng Tan, Xiangmin Xu |
| 2023 | EMNLP | SoulChat: Improving LLMs' Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations. | Yirong Chen, Xiaofen Xing, Jingkai Lin, Huimin Zheng, Zhenyu Wang, Qi Liu, Xiangmin Xu |
| 2023 | ICASSP | DST: Deformable Speech Transformer for Emotion Recognition. | Weidong Chen, Xiaofen Xing, Xiangmin Xu, Jianxin Pang, Lan Du |
| 2023 | ICASSP | DWFormer: Dynamic Window Transformer for Speech Emotion Recognition. | Shuaiqi Chen, Xiaofen Xing, Weibin Zhang, Weidong Chen, Xiangmin Xu |
| 2023 | ICASSP | MGAT: Multi-Granularity Attention Based Transformers for Multi-Modal Emotion Recognition. | Weiquan Fan, Xiaofen Xing, Bolun Cai, Xiangmin Xu |
| 2023 | ICASSP | Speaker-Aware Hierarchical Transformer For Personality Recognition In Multiparty Dialogues. | Wenjing Han, Yirong Chen, Xiaofen Xing, Guohua Zhou, Xiangmin Xu |
| 2023 | ICIP | Multi-Scale Transformer Network for Saliency Prediction on 360-Degree Images. | Xu Lin, Chunmei Qing, Junpeng Tan, Xiangmin Xu |
| 2023 | IJCNN | Cross Range Quantization for Network Compression. | Yicai Yang, Xiaofen Xing, Ming Chen, Kailing Guo, Xiangmin Xu, Fang Liu |
| 2023 | Interspeech | Exploring Downstream Transfer of Self-Supervised Features for Speech Emotion Recognition. | Yuanbo Fang, Xiaofen Xing, Xiangmin Xu, Weibin Zhang |
| 2023 | Interspeech | Multi-Scale Temporal Transformer For Speech Emotion Recognition. | Zhipeng Li, Xiaofen Xing, Yuanbo Fang, Weibin Zhang, Hengsheng Fan, Xiangmin Xu |
| 2023 | MICCAI | Path-Based Heterogeneous Brain Transformer Network for Resting-State Functional Connectivity Analysis. | Ruiyan Fang, Yu Li, Xin Zhang, Shengxian Chen, Jiale Cheng, Xiangmin Xu, Jieling Wu, Weili Lin, Li Wang, Zhengwang Wu, Gang Li |
| 2023 | MICCAI | Predicting Diverse Functional Connectivity from Structural Connectivity Based on Multi-contexts Discriminator GAN. | Xiang Gao, Xin Zhang, Lu Zhang, Xiangmin Xu, Dajiang Zhu |
| 2023 | MMM | Lightweight Multi-level Information Fusion Network for Facial Expression Recognition. | Yuan Zhang, Xiang Tian, Ziyang Zhang, Xiangmin Xu |
| 2023 | SNPD | Fetal Brain MRI Segmentation via Boundary-Aware Voxel-Level Contrastive Learning. | Wenying Lu, Xin Zhang, Qin Xu, Wenjun Chen, Chaoxiang Yang, Xiaofen Xing, Xiangmin Xu |
| 2022 | ICASSP | Key-Sparse Transformer for Multimodal Speech Emotion Recognition. | Weidong Chen, Xiaofeng Xing, Xiangmin Xu, Jichen Yang, Jianxin Pang |
| 2022 | ICASSP | CS-GResNet: A Simple and Highly Efficient Network for Facial Expression Recognition. | Shaoping Jiang, Xiangmin Xu, Fang Liu, Xiaofen Xing, Lin Wang |
| 2022 | Interspeech | SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech. | Weidong Chen, Xiaofen Xing, Xiangmin Xu, Jianxin Pang, Lan Du |
| 2021 | ICASSP | LSSED: A Large-Scale Dataset and Benchmark for Speech Emotion Recognition. | Weiquan Fan, Xiangmin Xu, Xiaofen Xing, Weidong Chen, Dongyan Huang |
| 2021 | ICMI | BERT Based Cross-Task Sentiment Analysis with Adversarial Learning. | Zhiwei He, Xiangmin Xu, Xiaofen Xing, Yirong Chen, Wenjing Han |
| 2021 | IJCNN | Pruning the Unimportant or Redundant Filters? Synergy Makes Better. | Yucheng Cai, Zhuowen Yin, Kailing Guo, Xiangmin Xu |
| 2021 | MICCAI | Learning Infant Brain Developmental Connectivity for Cognitive Score Prediction. | Yu Li, Jiale Cheng, Xin Zhang, Ruiyan Fang, Lufan Liao, Xinyao Ding, Hao Ni, Xiangmin Xu, Zhengwang Wu, Dan Hu, Weili Lin, Li Wang, John H. Gilmore, Gang Li |
| 2020 | ACCV | Attention-Based Fine-Grained Classification of Bone Marrow Cells. | Weining Wang, Peirong Guo, Lemin Li, Yan Tan, Hongxia Shi, Yan Wei, Xiangmin Xu |
| 2020 | ICASSP | Learning Spatio-Temporal Convolutional Network for Real-Time Object Tracking. | Hanzao Chen, Xiaofen Xing, Xiangmin Xu |
| 2020 | Interspeech | Adaptive Domain-Aware Representation Learning for Speech Emotion Recognition. | Weiquan Fan, Xiangmin Xu, Xiaofen Xing, Dongyan Huang |
| 2020 | MICCAI | Joint Image Quality Assessment and Brain Extraction of Fetal MRI Using Deep Learning. | Lufan Liao, Xin Zhang, Fenqiang Zhao, Tao Zhong, Yuchen Pei, Xiangmin Xu, Li Wang, He Zhang, Dinggang Shen, Gang Li |
| 2020 | MICCAI | Infant Cognitive Scores Prediction with Multi-stream Attention-Based Temporal Path Signature Features. | Xin Zhang, Jiale Cheng, Hao Ni, Chenyang Li, Xiangmin Xu, Zhengwang Wu, Li Wang, Weili Lin, Dinggang Shen, Gang Li |
| 2020 | VR | SalBiNet360: Saliency Prediction on 360° Images with Local-Global Bifurcated Deep Network. | Dongwen Chen, Chunmei Qing, Xiangmin Xu, Huansheng Zhu |
| 2019 | ACII | Robust Emotion Navigation: Few-shot Visual Sentiment Analysis by Auxiliary Noisy Data. | Lin Wang, Xiangmin Xu, Fang Liu, Xiaofen Xing, Bolun Cai, Weirui Lu |
| 2019 | ICIP | Meta-Learning Perspective for Personalized Image Aesthetics Assessment. | Weining Wang, Junjie Su, Lemin Li, Xiangmin Xu, Jiebo Luo |
| 2019 | VR | Human Face Reconstruction under a HMD Occlusion. | Zhengfu Peng, Ting Lu, Zhaowen Chen, Xiangmin Xu, Shu Lin |
| 2018 | HCI | Design of Virtual Reality Scenes with Variable Levels of Fear Evocation. | Dan Liao, Yanping Huang, Zhizhen Tan, Jiong Yang, Xiangmin Xu |
| 2018 | HCI | Scenes Design in Virtual Reality for Depression Assessment. | Dan Liao, Lin Shu, Yanping Huang, Jiong Yang, Xiangmin Xu |
| 2018 | ICASSP | Recurrent Neural Networks for Automatic Replay Spoofing Attack Detection. | Zhuxin Chen, Weibin Zhang, Zhifeng Xie, Xiangmin Xu, Dongpeng Chen |
| 2018 | ICIP | Perception Preserving Decolorization. | Bolun Cai, Xiangmin Xu, Xiaofen Xing |
| 2018 | ICPR | FReLU: Flexible Rectified Linear Units for Improving Convolutional Neural Networks. | Suo Qiu, Xiangmin Xu, Bolun Cai |
| 2018 | SMC | Visual Sentiment Analysis with Noisy Labels by Reweighting Loss. | Kailing Guo, Xiangmin Xu, Lin Wang, Bolun Cai |
| 2018 | SMC | Improved Quantification of 18O Labeled LC-MS Based on I-Ching Divination Evolutionary Algorithm. | Tianjun Li, C. L. Philip Chen, Long Chen, Tong Zhang, Bianna Chen, Xiangmin Xu |
| 2017 | CVPR | Improving Training of Deep Neural Networks via Singular Value Bounding. | Kui Jia, Dacheng Tao, Shenghua Gao, Xiangmin Xu |
| 2017 | ICIG | Aesthetic Quality Assessment of Photos with Faces. | Weining Wang, Jiexiong Huang, Xiangmin Xu, Quanzeng You, Jiebo Luo |
| 2017 | ICIG | Automatic Classification of Focal Liver Lesion in Ultrasound Images Based on Sparse Representation. | Weining Wang, Yizi Jiang, Tingting Shi, Longzhong Liu, Qinghua Huang, Xiangmin Xu |
| 2017 | ICIP | Edge/structure preserving smoothing via relativity-of-Gaussian. | Bolun Cai, Xiaofen Xing, Xiangmin Xu |
| 2017 | ICIP | Multi-scale convolutional neural networks for crowd counting. | Lingke Zeng, Xiangmin Xu, Bolun Cai, Suo Qiu, Tong Zhang |
| 2017 | Interspeech | ResNet and Model Fusion for Automatic Spoofing Detection. | Zhuxin Chen, Zhifeng Xie, Weibin Zhang, Xiangmin Xu |
| 2016 | ICIP | Efficient action recognition from compressed depth maps. | Jie Miao, Xiaoyi Jia, Reji Mathew, Xiangmin Xu, David Taubman, Chunmei Qing |
| 2016 | INDIN | An electronic stethoscope for heart diseases based on micro-electro-mechanical-system microphone. | Demiao Ou, Liping OuYang, Zhijun Tan, Hongqiang Mo, Xiang Tian, Xiangmin Xu |
| 2016 | Interspeech | Improved Music Genre Classification with Convolutional Neural Networks. | Weibin Zhang, Wenkang Lei, Xiangmin Xu, Xiaofeng Xing |
| 2016 | MICCAI | Automatic Detection of Histological Artifacts in Mouse Brain Slice Images. | Nitin Agarwal, Xiangmin Xu, Meenakshisundaram Gopi |
| 2016 | VCIP | Image and video dehazing using view-based cluster segmentation. | Feng Yu, Chunmei Qing, Xiangmin Xu, Bolun Cai |
| 2015 | ICIP | BIT: Bio-inspired tracker. | Bolun Cai, Xiangmin Xu, Xiaofen Xing, Chunmei Qing |
| 2015 | ICIP | Residue boundary histograms for action recognition in the compressed domain. | Jie Miao, Xiangmin Xu, Reji Mathew, Haoyu Huang |
| 2015 | ICIP | An automatic energy-based region growing method for ultrasound image segmentation. | Weining Wang, Jiachang Li, Yizi Jiang, Yi Xing, Xiangmin Xu |
| 2015 | PCS | A parallel VLSI architecture of contactless HCI system. | Yu Wang, Xiangmin Xu, Xiaobo Jiang, Bingo Wing-Kuen Ling |
| 2014 | ICIP | LDA based compact and discriminative dictionary learning for sparse coding. | Jiayong Chen, Xiangmin Xu, Chunmei Qing, Jianxiu Jin |
| 2014 | ICIP | High speed deep networks based on Discrete Cosine Transformation. | Xiaoyi Zou, Xiangmin Xu, Chunmei Qing, Xiaofen Xing |
| 2013 | ICIP | A novel incremental weighted PCA algorithm for visual tracking. | Kailing Guo, Xiangmin Xu, Fuhao Qiu, Jiayong Chen |