Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment. - Jiaming Xu 001; Jing Shi 003; Guangcan Liu; Xiuyi Chen; Bo Xu 002 (AAAI, 2018)

Distilled Binary Neural Network for Monaural Speech Separation. - Xiuyi Chen; Guangcan Liu; Jing Shi 003; Jiaming Xu 001; Bo Xu 002 (IJCNN, 2018)

Improving Speech Separation with Adversarial Network and Reinforcement Learning. - Guangcan Liu; Jing Shi 003; Xiuyi Chen; Jiaming Xu 001; Bo Xu 002 (IJCNN, 2018)

A Working Memory Model for Task-oriented Dialog Response Generation. - Xiuyi Chen; Jiaming Xu 001; Bo Xu 002 (ACL (1), 2019)

Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental Transformer. - Duzhen Zhang; Xiuyi Chen; Shuang Xu; Bo Xu 002 (COLING, 2020)

Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation. - Xiuyi Chen; Fandong Meng; Peng Li 030; Feilong Chen; Shuang Xu; Bo Xu 002; Jie Zhou 016 (EMNLP (1), 2020)

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog. - Feilong Chen; Xiuyi Chen; Fandong Meng; Peng Li 030; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Unsupervised Knowledge Selection for Dialogue Generation. - Xiuyi Chen; Feilong Chen; Fandong Meng; Peng Li 030; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation. - Feilong Chen; Fandong Meng; Xiuyi Chen; Peng Li 030; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Learning to Ground Visual Objects for Visual Dialog. - Feilong Chen; Xiuyi Chen; Can Xu; Daxin Jiang (EMNLP (Findings), 2021)

TSAM: A Two-Stream Attention Model for Causal Emotion Entailment. - Duzhen Zhang; Zhen Yang; Fandong Meng; Xiuyi Chen; Jie Zhou 016 (COLING, 2022)

The Tenth Visual Object Tracking VOT2022 Challenge Results. - Matej Kristan; Ales Leonardis; Jirí Matas; Michael Felsberg; Roman P. Pflugfelder; Joni-Kristian Kämäräinen; Hyung Jin Chang; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Johanna Björklund; et al. (ECCV Workshops (8), 2022)

A Multi Domain Knowledge Enhanced Matching Network for Response Selection in Retrieval-Based Dialogue Systems. - Xiuyi Chen; Feilong Chen; Shuang Xu; Bo Xu 002 (ICASSP, 2022)

Improving Cross-Modal Understanding in Visual Dialog Via Contrastive Learning. - Feilong Chen; Xiuyi Chen; Shuang Xu; Bo Xu 002 (ICASSP, 2022)

Unsupervised and Pseudo-Supervised Vision-Language Alignment in Visual Dialog. - Feilong Chen; Duzhen Zhang; Xiuyi Chen; Jing Shi 003; Shuang Xu; Bo Xu 002 (ACM Multimedia, 2022)

HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval. - Feilong Chen; Xiuyi Chen; Jiaxin Shi; Duzhen Zhang; Jianlong Chang; Qi Tian 001 (CoRR, 2022)

Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis. - Yumin Zhang; Yawen Hou; Xiuyi Chen; Hongyuan Yu; Long Xia (CoRR, 2022)

DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations. - Duzhen Zhang; Feilong Chen; Xiuyi Chen (ACL (1), 2023)

Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition. - Duzhen Zhang; Hongliu Li; Wei Cong; Rongtao Xu; Jiahua Dong 001; Xiuyi Chen (CIKM, 2023)

Continual Named Entity Recognition without Catastrophic Forgetting. - Duzhen Zhang; Wei Cong; Jiahua Dong 001; Yahan Yu; Xiuyi Chen; Yonggang Zhang 003; Zhen Fang 001 (EMNLP, 2023)

Matching-Based Term Semantics Pre-Training for Spoken Patient Query Understanding. - Zefa Hu; Xiuyi Chen; Haoran Wu; Minglun Han; Ziyi Ni; Jing Shi 003; Shuang Xu; Bo Xu 002 (ICASSP, 2023)

Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain Adaptation. - Yumin Zhang; Yajun Gao; Hongliu Li; Ating Yin; Duzhen Zhang; Xiuyi Chen (IJCNN, 2023)

Decomposing Logits Distillation for Incremental Named Entity Recognition. - Duzhen Zhang; Yahan Yu; Feilong Chen; Xiuyi Chen (SIGIR, 2023)

Local-to-Global Causal Reasoning for Cross-Document Relation Extraction. - Haoran Wu; Xiuyi Chen; Zefa Hu; Jing Shi 003; Shuang Xu; Bo Xu 002 (IEEE CAA J. Autom. Sinica, 2023)

VLP: A Survey on Vision-language Pre-training. - Feilong Chen; Duzhen Zhang; Minglun Han; Xiuyi Chen; Jing Shi 003; Shuang Xu; Bo Xu 002 (Int. J. Autom. Comput., 2023)

Lifelong Text-Audio Sentiment Analysis learning. - Yuting Lin; Peng Ji; Xiuyi Chen; Zhongshi He (Neural Networks, 2023)

Flexible Weight Tuning and Weight Fusion Strategies for Continual Named Entity Recognition. - Yahan Yu; Duzhen Zhang; Xiuyi Chen; Chenhui Chu (ACL (Findings), 2024)

Learning to Use Tools via Cooperative and Interactive Agents. - Zhengliang Shi; Shen Gao; Xiuyi Chen; Yue Feng 002; Lingyong Yan; Haibo Shi; Dawei Yin; Pengjie Ren; Suzan Verberne; Zhaochun Ren (EMNLP (Findings), 2024)

Learning to Use Tools via Cooperative and Interactive Agents. - Zhengliang Shi; Shen Gao; Xiuyi Chen; Lingyong Yan; Haibo Shi; Dawei Yin; Zhumin Chen; Pengjie Ren; Suzan Verberne; Zhaochun Ren (CoRR, 2024)

Chain of Tools: Large Language Model is an Automatic Multi-tool Learner. - Zhengliang Shi; Shen Gao; Xiuyi Chen; Yue Feng 002; Lingyong Yan; Haibo Shi; Dawei Yin; Zhumin Chen; Suzan Verberne; Zhaochun Ren (CoRR, 2024)

Consecutive knowledge meta-adaptation learning for unsupervised medical diagnosis. - Yumin Zhang; Hongliu Li; Yawen Hou; Xiuyi Chen; Hongyuan Yu; Long Xia (Knowl. Based Syst., 2024)

Structure Aware Multi-Graph Network for Multi-Modal Emotion Recognition in Conversations. - Duzhen Zhang; Feilong Chen; Jianlong Chang; Xiuyi Chen; Qi Tian 001 (IEEE Trans. Multim., 2024)

Category-Contextual Relation Encoding Network for Few-Shot Object Detection. - Ating Yin; Yaonan Wang 001; Jianxu Mao; Hui Zhang 023; Xiuyi Chen (IEEE Trans. Circuits Syst. Video Technol., 2024)

Progressive LoRA for Multimodal Continual Instruction Tuning. - Yahan Yu; Duzhen Zhang; Yong Ren; Xuanle Zhao; Xiuyi Chen; Chenhui Chu (ACL (Findings), 2025)

Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents. - Zhengliang Shi; Shen Gao; Lingyong Yan; Yue Feng 002; Xiuyi Chen; Zhumin Chen; Dawei Yin; Suzan Verberne; Zhaochun Ren (WWW, 2025)

From System 1 to System 2: A Survey of Reasoning Large Language Models. - Zhong-Zhi Li; Duzhen Zhang; Ming-Liang Zhang; Jiaxin Zhang; Zengyan Liu; Yuxuan Yao; Haotian Xu; Junhao Zheng; Pei-Jie Wang; Xiuyi Chen; Yingying Zhang; Fei Yin; et al. (CoRR, 2025)

MathReal: We Keep It Real! A Real Scene Benchmark for Evaluating Math Reasoning in Multimodal Large Language Models. - Jun Feng; Zixin Wang; Zhentao Zhang; Yue Guo; Zhihan Zhou 006; Xiuyi Chen; Zhenyang Li; Dawei Yin (CoRR, 2025)