2026年：

1. Zhang P, Zhang M, Wang T, et al. Beyond static cues: Detecting fine-grained forgeries via temporal inconsistencies in facial dynamics[J]. Information Sciences, 2026: 123165.

2. Zhang P, Yang Xinyu. Audio-to-3D: One-shot talking face generation with disentangled latent codes and diffusion control[J]. Neuro computing, 2026: 133132.

3. Zhang P, Mu Z, Ji S, Wang X, Yang Xinyu. Disentangle to Edit: Instruction-Guided Latent Manipulation for 3D Facial Video Consistency[J]. Multimedia Systems, 2026.

4. Li, X., Yang Xinyu, Zhang, S., Sun, J. (2026). User-Adjustable Image Cropping Based on Visual Semantic Awareness. In: Kittler, J., et al. Pattern Recognition and Computer Vision. PRCV 2025. Lecture Notes in Computer Science, vol 16277. Springer, Singapore. https://doi.org/10.1007/978-981-95-5679-3_19S.

5. Zhang, Yang Xinyu and X. Bai, "Crop the Way You Like: Personalized Image Cropping by Integrating Subjective and Objective Features," in IEEE Transactions on Multimedia, doi: 10.1109/TMM.2026.3651046.(CCF-A,TMM)

6. Zhang S, Yang Xinyu. RetouchAgent: Towards Interactive and Explainable Image Retouching with MLLM Agents[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2026, 40(35): 29901-29910.(CCF-A,AAAI)

7. Chen H, Yang Xinyu, Zhu J, et al. Skill Path: Unveiling Language Skills from Circuit Graphs[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2026, 40(36): 30210-30217.(CCF-A,AAAI)

8. Chen H, Zhu J, Yang Xinyu, et al. CLUE: Conflict-guided Localization for LLM Unlearning Framework[C]//The Fourteenth International Conference on Learning Representations.(CCF-A,ICLR)

9. Du K, Kang Y, Yang Xinyu, et al. ST-HHOL: Spatio-Temporal Hierarchical Hypergraph Online Learning for Crime Prediction[C]//The Fourteenth International Conference on Learning Representations.(CCF-A,ICLR)

10. Du K, Yang Xinyu, Chen H. CaASR: A Causal Lens for Refining Temporal Action Segmentation[J]. IEEE Transactions on Multimedia, 2026.(CCF-A,TMM)

11. Hu G, Kollias D, Yang Xinyu. From Cognitive Priors to Instance Semantics: A Unified Framework for Multi-task Affective Computing[C]//Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2026: 8551-8562.

2025年：

1. Luo J,Yang Xinyu, Wei J. Exploring Classical Piano Performance Generation with Expressive Music Variational AutoEncoder[C]//2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, 2025: 1817-1822.

2. Luo J, Yang Xinyu, Herremans D. BandCondiNet: Parallel Transformers-based Conditional Popular Music Generation with Multi-View Features[J]. Expert Systems with Applications, 2025: 130059.

3. Lv Y, Luo J, Ju B, et al. Small Tunes Transformer: Exploring Macro and Micro-level Hierarchies for Skeleton-Conditioned Melody Generation[C]//International Conference on Multimedia Modeling. Singapore: Springer Nature Singapore, 2025: 30-43.

4. Li C, Yang Xinyu, Yang W, et al. VaF-LangSplat: Voxel-Aware Fusion Language Gaussian Splatting[C]//Proceedings of the 33rd ACM International Conference on Multimedia. 2025: 4952-4961.(CCF-A,MM)

5. Chen H, Yang Xinyu, Zhu J, et al. Quantifying semantic emergence in language models[C]//Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025: 12041-12054.(CCF-A,ACL)

6. Chen H, Yang Xinyu, Du K. Towards Causal Relationship in indefinite data: New Datasets and Baseline Model[J]. Journal of Data-centric Machine Learning Research, 2025.

7. Chen H, Zhu J, Yang Xinyu, et al. Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates[C]//The Thirty-ninth Annual Conference on Neural Information Processing Systems.(CCF-A,NeurIPS)

8. Du K, Yang Xinyu, Chen H. Enhancing multivariate spatio-temporal forecasting via complete dynamic causal modeling[J]. Neural Networks, 2025, 191: 107826.

9. Zhao D, Yang Xinyu, Chen H. Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT[C]//Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025: 14731-14746.(CCF-A,ACL)

10. Yang Xinyu, Zhao D, Chen H, et al. How to Enhance Causal Discrimination of Emotional Utterances: A Case on LLMs[J]. IEEE Transactions on Affective Computing, 2025.

11. Hu G, Kollias D, Yang Xinyu. Grounding Emotion Recognition with Visual Prototypes: VEGA-Revisiting CLIP in MERC[C]//Proceedings of the 33rd ACM International Conference on Multimedia. 2025: 5667-5676.(CCF-A,MM)

12. Mu Z, Yang Xinyu, Wang G. SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation[C]//Proceedings of the 34th International Joint Conference on Artificial Intelligence, IJCAI 2025. International Joint Conferences on Artificial Intelligence, 2025: 8204-8212.(CCF-A,IJCAI)

13. Mu Z, Chen R, Li A, et al. From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models[C]//Proceedings of the 33rd ACM International Conference on Multimedia. 2025: 219-228.(CCF-A,MM)

2024年:

1. Ji Shulei; Yang Xinyu; MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion[C]; AAAI Conference on Artificial Intelligence, 2024
2. Mu Zhaoxi; Yang Xinyu; Sun Sining; Yang Qing; Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction; AAAI Conference on Artificial Intelligence, 2024
3. Ji Shulei; Yang Xinyu; EmoMusicTV: Emotion-Conditioned Symbolic Music Generation With Hierarchical Transformer VAE[J], IEEE Transactions on Multimedia, 2024
4. Hu Guanyu; Papadopoulou Eleni; Kollias Dimitrios; Tzouveli Paraskevi; Wei Jie; Yang Xinyu; Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis[C], IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024
5. Chen Hang; Liao Bingyu; Luo Jing; Zhu Wenjing; Yang Xinyu; Learning a Structural Causal Model for Intuition Reasoning in Conversation[J]; IEEE Transactions on Knowledge and Data Engineering, 2024
6. Li Yingnuo; Cheng Zhiming; Ji Shulei; Yang Xinyu; Q-MMT: Qinqiang Opera Generation Based on Multi-track Music Transformer[C]; International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2024
7. Lv Yishan; Luo Jing; Ju Boyuan; Yang Xinyu; Small Tunes Transformer: Exploring Macro & Micro-Level Hierarchies for Skeleton-Conditioned Melody Generation[C]; International Conference on Multimedia Modeling, 2024
8. Zhang Shuo; Yang Xinyu; Bai Xiwen; Li Yu; CLIP-Based Composition-Aware Image Cropping[C]; IEEE International Conference on Image Processing, 2024

2023年:

1. Ji Shulei; Yang Xinyu; Luo Jing; Li Juan; RL-Chord: CLSTM-based Melody Harmonization Using Deep Reinforcement Learning[J], IEEE Transactions on Neural Networks and Learning Systems, 2023.
2. Wei Jie; Hu Guanyu; Luu Anh Tuan; Yang Xinyu; Zhu Wenjing; Multi-Scale Receptive Field Graph Model for Emotion Recognition in Conversations [C], ICASSP, 2023.
3. Zhaoxi Mu; Xinyu Yang; Wenjing Zhu; Multi-Dimensional and Multi-Scale Modeling for Speech Separation Optimized by Discriminative Learning [C], ICASSP, 2023.
4. Zhaoxi Mu; Xinyu Yang; Xiangyuan Yang; Wenjing Zhu; A Multi-Stage Triple-Path Method for Speech Separation in Noisy and Reverberant Environments [C], ICASSP, 2023.
5. Qing Han, Xuebin Ren, Peng Zhao, Yimeng Wang, Luhui Wang, Cong Zhao, Xinyu Yang，ECCVideo: A Scalable Edge Cloud Collaborative Video Analysis System[J], IEEE Intelligent Systems, 2023.
6. Ji Shulei; Yang Xinyu; Luo Jing; Li Juan; RL-Chord: CLSTM-based Melody Harmonization Using Deep Reinforcement Learning[J], IEEE Transactions on Neural Networks and Learning Systems, 2023
7. Wei Jie; Hu Guanyu; Yang Xinyu; Luu Anh Tuan; Dong Yizhuo; Learning facial expression and body gesture visual information for video emotion recognition[J], Expert Systems with Applications, 2023
8. 张培煦，胡冠宇，杨新宇. 一种基于域增强和域自适应的换衣行人重识别范式[J]. 西安电子科技大学学报, 2023.
9. Lin Jie; Huang Siqi; Zhang Hanlin; Yang Xinyu; Zhao Peng; A novel coalition game based distributed cooperative content caching in mobile edge networks[J], Vehicular Communications, 2023
10. Ji Shulei; Yang Xinyu; Emotion-Conditioned Melody Harmonization with Hierarchical Variational Autoencoder[C], IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2023
11. Zhang Yichi; Yang Xinyu; BS-GSA: Speech Emotion Recognition via Blend-Sample Empowered Global & Spectral Attentive Paradigm[C], International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2023
12. Ji Shulei; Yang Xinyu; Luo Jing; A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges[J], ACM Computing Surveys, 2023
13. Lin Jie; Huang Siqi; Zhang Hanlin; Yang Xinyu; Zhao Peng; A Deep-Reinforcement-Learning-Based Computation Offloading With Mobile Vehicles in Vehicular Edge Computing[J], IEEE Internet of Things Journal, 2023
14. Lin Jie; Mu Zekun; Zhao Tianqing, Zhang Hanlin, Yang Xinyu, Zhao Peng. Action Density based Frame Sampling for Human Action Recognition in Videos[J], Journal of Visual Communication and Image Representation, 2023.
15. Yang Xiangyuan; Lin Jie; Zhang Hanlin; Yang Xinyu; Zhao Peng; Improving the transferability of adversarial examples via direction tuning[J], Information Science, 2023
16. Zhang Liyue; Yang Xinyu; Zhang Yichi; Luo Jing; Dual Attention-Based Multi-Scale Feature Fusion Approach for Dynamic Music Emotion Recognition[C], International Society for Music Information Retrieval, 2023

2022年:

1. Jie Lin, Lin Huang, Hanlin Zhang, Xinyu Yang, Peng Zhao. A Novel Lyapunov based Dynamic Resource Allocation for UAVs-assisted Edge Computing[J]. Computer Networks, 2022, 205: 108710.
2. Qingyu Yang, Donghe Li, Dou An, Wei Yu, Xinwen Fu, Xinyu Yang, Wei Zhao. Towards incentive for electrical vehicles demand response with location privacy guaranteeing in microgrids[J]. IEEE Transactions on Dependable and Secure Computing, 2022, 19(1): 131-148.
3. Yimeng Wang, Shusen Yang, Xuebin Ren, Peng Zhao, Cong Zhao, Xinyu Yang.  Industedge: A time-sensitive networking enabled edge-cloud collaborative intelligent platform for smart industry[J]. IEEE Transactions on Industrial Informatics, 2021, 18(4): 2386-2398.
4. Teng Wang, Xinyu Yang, Xuebin Ren, Wei Yu, Shusen Yang.  Locally private high-dimensional crowdsourced data release based on copula functions[J]. IEEE Transactions on Services Computing, 2022, 15(2): 778-792.
5. Peng Zhao, Wei Yu, Xinyu Yang, Duolun Meng, Li Wang, Shusen Yang, Jie Lin. Context-aware Multi-criteria Handover at the Software Defined Network Edge for Service Differentiation in Next Generation Wireless Networks[J]. IEEE Transactions on Services Computing, 2022, 15(4): 2032-2046.
6. Shusen Yang, Xiaofei Wang, Usman Adeel, Cong Zhao, Jia Hu, Xinyu Yang, Julie A. McCann. The design of user-centric mobile crowdsensing with cooperative D2D communications[J]. IEEE Wireless Communications, 2021, 29(1): 134-142.
7. Jie Wei, Guanyu Hu, Xinyu Yang, Anh Tuan Luu, Yizhuo Dong. Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition[C]. INTERSPEECH 2022: 1988-1992.
8. Zi Huang, Shulei Ji, Zhilan Hu, Chuangjian Cai, Jing Luo, Xinyu Yang. ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition[C]. INTERSPEECH 2022: 4152-4156.
9. Luhui Wang, Cong Zhao, Shusen Yang, Xinyu Yang, and Julie McCann, ACE: Towards Application-Centric Edge-Cloud Collaborative Intelligence[J], Communications of the ACM, 66(1):62-73, 2022.

2021年:

1. Xu Qingfei*, Yang Xinyu. Performance Evaluation on Packet Transmission for Distributed Real-time Avionics Networks Using Forward End-to-End Delay Analysis[J]. Transactions of the Japan Society for Aeronautical and Space Science, Japan, 2021, 64(1): 1-12.
2. Lin Jie, Huang Lin, Zhang Hanlin, Yang Xinyu, Zhao Peng. A Novel Latency-Guaranteed based Resource Double Auction for Market-oriented Edge Computing. Computer Networks, 2021:107873.
3. Dong Yizhuo; Yang Xinyu; A Hierarchical Depression Detection Model Based on Vocal and Emotional Cues[J], Neurocomputing, 2021, 441, 279-290.
4. Wei Jie; Yang Xinyu; Dong Yizhuo; User-Generated Video Emotion Recognition Based on Key Frames[J], Multimedia Tools and Applications, 2021, 80(9): 14343-14361.
5. Wei Jie; Yang Xinyu; Dong Yizhuo; Time-dependent Body Gesture Representation for Video Emotion Recognition[C], International Conference on Multimedia Modeling, 2021, 403-416.
6. Dong Yizhuo; Yang Xinyu; Affect-Salient Event Sequences Modelling for Continuous Speech Emotion Recognition Using Connectionist Temporal Classification[C]. 2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP), 2020, 773-778.
7. Takeishi Yuka; Niu Mingxuan; Luo Jing; Jin Zhong; Yang Xinyu; WakaVT: A Sequential Variational Transformer for Waka Generation[J]. Neural Processing Letters, 2021, 1-20.
8. Dong Yizhuo; Yang Xinyu; Affect-Salient Event Sequences Modelling for Continuous Speech Emotion Recognition[J]. 2021, 458: 246-258.

2020年：

1. Han Qing, Yang Shusen, Ren Xuebin *, Zhao Cong, Zhang Jingqi, Yang Xinyu. OL4EL: Online Learning for Edge-Cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints[J]. IEEE Communications Magazine, 2020, 58(5): 49-55. (WOS:000542978800008)
2. Lin Jie, Yu Wei*, Yang Xinyu, Zhao Peng, Zhang Hanlin, Zhao Wei. An Edge Computing Based Public Vehicle System for Smart Transportation[J]. IEEE Transactions on Vehicular Technology, 2020, 69 (11): 12635-12651. (WOS:000589638700021)
3. Lin Jie, Xiao Biao, Zhang Hanlin, Yang Xinyu*, Zhao Peng. A novel multitype-users welfare equilibrium based real-time pricing in smart grid[J]. Future Generation Computer Systems, 2020, 108: 145-160. (WOS:000528199900011)
4. Xu Qingfei*, Yang Xinyu. Performance Evaluation on Packet Transmission for AFDX Networks Using Optimized Forward End-to-End Delay Analysis[J]. International Journal of Aeronautical and Space Sciences, 2020, 21: 1114–1128. (WOS:000520701100001)
5. Zhao Xi*, Su Zhenqiang, Komura Taku, Yang Xinyu*. Building hierarchical structures for 3D scenes with repeated elements[J]. The Visual Computer, 2020, 36(2): 361-374. (WOS:000511910300010)
6. Zhao Fangyuan, Ren Xuebin*, Yang Shusen, Han Qing, Zhao Peng, Yang Xinyu. Latent Dirichlet Allocation Model Training With Differential Privacy[J]. IEEE Transactions on Information Forensics and Security, 2020, 16: 1290-1305. (WOS:000589210900011)
7. Zhao Peng, Wang Peizhe, Yang Xinyu*, Lin Jie. Towards Cost-Efficient Edge Intelligent Computing With Elastic Deployment of Container-Based Microservices[J]. IEEE Access, 2020, 8: 102947-102957. (WOS:000546410800084)
8. Xu Qingfei, Yang Xinyu. Analysis of forward approach for upper bounding end-to-end transmission delays over distributed real-time avionics networks[J]. The Aeronautical Journal, 2020, 124(1279):1399-1435.
9. 王腾, 杨新宇, 任雪斌*, 赵俊. 面向数据流发布的数据自适应隐私保护机制[J]. 中国科学:信息科学, 2020, Online, PP: 1-15. (DOI: 10.1360/SSI-2020-0076)
10. Wang Yimeng, Zhao Cong, Yang Shusen, Ren Xuebin, Wang Luhui, Zhao Peng, Yang Xinyu. MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing[J]. IEEE Trans. Ind. Informatics, 2020. (Accepted)