| 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 | 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 | MEIJU - The 1st Multimodal Emotion and Intent Joint Understanding Challenge. | Rui Liu, Xiaofen Xing, Zheng Lian, Haizhou Li, Bjrn W. Schuller, Haolin Zuo |
| 2025 | ICASSP | SoCov: Semi-Orthogonal Parametric Pooling of Covariance Matrix for Speaker Recognition. | Rongjin Li, Weibin Zhang, Dongpeng Chen, Jintao Kang, Xiaofen Xing |
| 2025 | ICASSP | DecoupledSynth: Enhancing Zero-Shot Text-to-Speech Via Factors Decoupling. | Jingyuan Xing, Shuaiqi Chen, Xiangmin Xu, Xiaofen Xing |
| 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 | IJCAI | Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance. | Yufeng Wang, Jinwu Hu, Ziteng Huang, Kunyang Lin, Zitian Zhang, Peihao Chen, Yu Hu, Qianyue Wang, Zhuliang Yu, Bin Sun, Xiaofen Xing, Qingfang Zheng, Mingkui Tan |
| 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 | 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 | WWW | HedgeAgents: A Balanced-aware Multi-agent Financial Trading System. | Xiangyu Li, Yawen Zeng, Xiaofen Xing, Jin Xu, 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 | Interspeech | DropFormer: A Dynamic Noise-Dropping Transformer for Speech Emotion Recognition. | Jialong Mai, Xiaofen Xing, Weidong Chen, 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 |
| 2024 | MICCAI | Attention-Based-Features-Fusion Emotion-Guided fNIRS Classification Network for Prenatal Depression Recognition. | Sijin Yu, Xuejiao Li, Huirong Lei, Yingxue Yao, Zhaojin Chen, Zicong Zheng, Guodong Liang, Xiaofen Xing, Xin Zhang, Chengfang Xu |
| 2024 | WWW | FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model. | Xiangyu Li, Xinjie Shen, Yawen Zeng, Xiaofen Xing, Jin 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 | 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 | 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 | 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 | Interspeech | Cross-Lingual Voice Conversion with Disentangled Universal Linguistic Representations. | Zhenchuan Yang, Weibin Zhang, Yufei Liu, Xiaofen Xing |
| 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 |
| 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 |
| 2018 | ICIP | Perception Preserving Decolorization. | Bolun Cai, Xiangmin Xu, Xiaofen Xing |
| 2017 | ICIP | Edge/structure preserving smoothing via relativity-of-Gaussian. | Bolun Cai, Xiaofen Xing, Xiangmin Xu |
| 2015 | ICIP | BIT: Bio-inspired tracker. | Bolun Cai, Xiangmin Xu, Xiaofen Xing, Chunmei Qing |
| 2014 | ICIP | High speed deep networks based on Discrete Cosine Transformation. | Xiaoyi Zou, Xiangmin Xu, Chunmei Qing, Xiaofen Xing |