| 2026 | AAAI | LLM Safety in Judicial AI: A Stress Test of Social Media Influence on Real-World Judgments. | Yixuan Xie, Yang He, Xiaoyu Yang, Xu Gai, Pan Hui |
| 2026 | AAAI | Drift-aware Collaborative Assistance Mixture of Experts for Heterogeneous Multistream Learning. | En Yu, Jie Lu, Kun Wang, Xiaoyu Yang, Guangquan Zhang |
| 2026 | CHI | Hidden Labor behind the Hype: Understanding AI Side Hustles through Platform Narratives and Worker Practices. | Xiaoyu Yang, Zelin Zhao, Weipeng Chen, Corey Kewei Xu, Pan Hui |
| 2026 | WCNC | Two-Timescale Uplink Channel Estimation for Networked ISAC Systems Using Downlink Assistance and Cooperative Sensing. | Xiaoyu Yang, Zhiqing Wei, Huici Wu, Zhiyong Feng |
| 2025 | DAC | A Cutting-Edge Parallel Solver for Scalable Power Grid Analysis Using Nested Domain Decomposition. | Jianfei Song, Xiaoyu Yang, Zhou Jin, Cheng Zhuo |
| 2025 | ICLR | Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards. | Xiaoyu Yang, Jie Lu, En Yu |
| 2025 | ICLR | CR-CTC: Consistency regularization on CTC for improved speech recognition. | Zengwei Yao, Wei Kang, Xiaoyu Yang, Fangjun Kuang, Liyong Guo, Han Zhu, Zengrui Jin, Zhaoqing Li, Long Lin, Daniel Povey |
| 2025 | ICML | One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation. | Xiaoyu Yang, Lijian Xu, Hongsheng Li, Shaoting Zhang |
| 2025 | VTC | Enhancing SORT for Multi-Object Tracking with Kalman Filter and Spatio-Temporal Consistency Constraints. | Qun Wang, Xiaoyu Yang, Ruige Yang, Hailong Huang |
| 2025 | SIGIR | LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation. | Haitao Li, Yifan Chen, Yiran Hu, Qingyao Ai, Junjie Chen, Xiaoyu Yang, Jianhui Yang, Yueyue Wu, Zeyang Liu, Yiqun Liu |
| 2025 | SIGIR | Comprehensive List Generation for Multi-Generator Reranking. | Hailan Yang, Zhenyu Qi, Shuchang Liu, Xiaoyu Yang, Xiaobei Wang, Xiang Li, Lantao Hu, Han Li, Kun Gai |
| 2024 | DATE | Efficient Spectral-Aware Power Supply Noise Analysis for Low-Power Design Verification. | Yinuo Bai, Xiaoyu Yang, Yicheng Lu, Dan Niu, Cheng Zhuo, Zhou Jin, Weifeng Liu |
| 2024 | ECAI | SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM. | Quandong Wang, Yuxuan Yuan, Xiaoyu Yang, Ruike Zhang, Kang Zhao, Wei Liu, Jian Luan, Daniel Povey, Bin Wang |
| 2024 | ECCV | TrafficNight: An Aerial Multimodal Benchmark for Nighttime Vehicle Surveillance. | Guoxing Zhang, Yiming Liu, Xiaoyu Yang, Hailong Huang, Chao Huang |
| 2024 | ICASSP | Libriheavy: A 50, 000 Hours ASR Corpus with Punctuation Casing and Context. | Wei Kang, Xiaoyu Yang, Zengwei Yao, Fangjun Kuang, Yifan Yang, Liyong Guo, Long Lin, Daniel Povey |
| 2024 | ICASSP | PromptASR for Contextualized ASR with Controllable Style. | Xiaoyu Yang, Wei Kang, Zengwei Yao, Yifan Yang, Liyong Guo, Fangjun Kuang, Long Lin, Daniel Povey |
| 2024 | ICCAD | CSP: Comprehensively-Sparsified Preconditioner for Efficient Nonlinear Circuit Simulation. | Yuxuan Zhao, Xiaoyu Yang, Yinuo Bai, Lijie Zeng, Dan Niu, Weifeng Liu, Zhou Jin |
| 2024 | ICLR | Zipformer: A faster and better encoder for automatic speech recognition. | Zengwei Yao, Liyong Guo, Xiaoyu Yang, Wei Kang, Fangjun Kuang, Yifan Yang, Zengrui Jin, Long Lin, Daniel Povey |
| 2024 | Interspeech | LibriheavyMix: A 20, 000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization. | Zengrui Jin, Yifan Yang, Mohan Shi, Wei Kang, Xiaoyu Yang, Zengwei Yao, Fangjun Kuang, Liyong Guo, Lingwei Meng, Long Lin, Yong Xu, Shi-Xiong Zhang, Daniel Povey |
| 2023 | AAAI | T-distributed Spherical Feature Representation for Imbalanced Classification. | Xiaoyu Yang, Yufei Chen, Xiaodong Yue, Shaoxun Xu, Chao Ma |
| 2023 | APWEB | A Situation Knowledge Graph Construction Mechanism with Context-Aware Services for Smart Cockpit. | Xinyi Sheng, Jinguang Gu, Xiaoyu Yang |
| 2023 | APWEB | A Task-Oriented Multi-turn Dialogue Mechanism for the Smart Cockpit. | Xiaoyu Yang, Xinyi Sheng, Jinguang Gu |
| 2023 | CGI | Action Recognition via Fine-Tuned CLIP Model and Temporal Transformer. | Xiaoyu Yang, Yuzhuo Fu, Ting Liu |
| 2023 | GLOBECOM | Mutual Information Metrics for Uplink MIMO-OFDM Integrated Sensing and Communication System. | Jinghui Piao, Zhiqing Wei, Xin Yuan, Xiaoyu Yang, Huici Wu, Zhiyong Feng |
| 2023 | ICASSP | Predicting Multi-Codebook Vector Quantization Indexes for Knowledge Distillation. | Liyong Guo, Xiaoyu Yang, Quandong Wang, Yuxiang Kong, Zengwei Yao, Fan Cui, Fangjun Kuang, Wei Kang, Long Lin, Mingshuang Luo, Piotr Zelasko, Daniel Povey |
| 2023 | ICASSP | Fast and Parallel Decoding for Transducer. | Wei Kang, Liyong Guo, Fangjun Kuang, Long Lin, Mingshuang Luo, Zengwei Yao, Xiaoyu Yang, Piotr Zelasko, Daniel Povey |
| 2023 | ICASSP | Delay-Penalized Transducer for Low-Latency Streaming ASR. | Wei Kang, Zengwei Yao, Fangjun Kuang, Liyong Guo, Xiaoyu Yang, Long Lin, Piotr Zelasko, Daniel Povey |
| 2023 | IJCNN | Interpretable and Effective Reinforcement Learning for Attacking against Graph-based Rumor Detection. | Yuefei Lyu, Xiaoyu Yang, Jiaxin Liu, Sihong Xie, Philip S. Yu, Xi Zhang |
| 2023 | Interspeech | Blank-regularized CTC for Frame Skipping in Neural Transducer. | Yifan Yang, Xiaoyu Yang, Liyong Guo, Zengwei Yao, Wei Kang, Fangjun Kuang, Long Lin, Xie Chen, Daniel Povey |
| 2023 | Interspeech | Delay-penalized CTC Implemented Based on Finite State Transducer. | Zengwei Yao, Wei Kang, Fangjun Kuang, Liyong Guo, Xiaoyu Yang, Yifan Yang, Long Lin, Daniel Povey |
| 2022 | DASFAA | Predicting Rumor Veracity on Social Media with Graph Structured Multi-task Learning. | Yudong Liu, Xiaoyu Yang, Xi Zhang, Zhihao Tang, Zongyi Chen, Liwen Zheng |
| 2022 | ICASSP | Knowledge Distillation for Neural Transducers from Large Self-Supervised Pre-Trained Models. | Xiaoyu Yang, Qiujia Li, Philip C. Woodland |
| 2022 | MOBICOM | Intelligent reflecting surface assisted integrated sensing and communication system. | Zhiqing Wei, Xinyi Yang, Chunwei Meng, Xiaoyu Yang, Kaifeng Han, Chen Qiu, Huici Wu |
| 2022 | SMC | Raindrop Removal for In-Vehicle Camera Images with Generative Adversarial Network. | Zihao Zhao, Min Jiang, Jia Guo, Xiaoyu Yang, Yudie Hu, Xianlong Zhou |
| 2021 | EMNLP | Exploring Decomposition for Table-based Fact Verification. | Xiaoyu Yang, Xiaodan Zhu |
| 2021 | UIC | Discussion of Airport Security Check Process Based on Circuit. | Chao Li, Shaoqi Hou, Xiaoyu Yang, Rui Zhu, Guangqiang Yin |
| 2020 | CIKM | QSAN: A Quantum-probability based Signed Attention Network for Explainable False Information Detection. | Tian Tian, Yudong Liu, Xiaoyu Yang, Yuefei Lyu, Xi Zhang, Binxing Fang |
| 2020 | EMNLP | Program Enhanced Fact Verification with Verbalization and Graph Attention Network. | Xiaoyu Yang, Feng Nie, Yufei Feng, Quan Liu, Zhigang Chen, Xiaodan Zhu |
| 2020 | IJCAI | Rumor Detection on Social Media with Graph Structured Adversarial Learning. | Xiaoyu Yang, Yuefei Lyu, Tian Tian, Yifei Liu, Yudong Liu, Xi Zhang |
| 2020 | VTC | Model Predictive Motion Planning for Autonomous Vehicle in Mid-high Overtaking Scene. | Xiaoyu Yang, Huiyun Li |
| 2019 | AI | Enhancing Unsupervised Pretraining with External Knowledge for Natural Language Inference. | Xiaoyu Yang, Xiaodan Zhu, Huasha Zhao, Qiong Zhang, Yufei Feng |
| 2018 | ISVC | Reduced-Reference Image Quality Assessment Based on Improved Local Binary Pattern. | Xi-kui Miao, Dah-Jye Lee, Xiang-zheng Cheng, Xiaoyu Yang |
| 2009 | EuroPar | Bipartite Electronic SLA as a Business Framework to Support Cross-Organization Load Management of Real-Time Online Applications. | Stuart E. Middleton, Mike Surridge, Bassem I. Nasser, Xiaoyu Yang |
| 2009 | ICPP | SEIF: Search Enhanced by Intelligent Feedback in Unstructured P2P Networks. | Xiaoyu Yang, Yiming Hu |
| 2008 | MASCOTS | A Large-scale and Decentralized Infrastructure for Multiple Queries Optimization and Aggregation. | Xiaoyu Yang, Yiming Hu |
| 2007 | ICPP | A Large-scale and Decentralized Infrastructure for Content-based Publish/Subscribe Services. | Xiaoyu Yang, Yingwu Zhu, Yiming Hu |
| 2007 | MASCOTS | Search Enhanced by Distributed Semantic Clustering in Gnutella-like P2P Systems. | Xiaoyu Yang, Yiming Hu |
| 2007 | PDP | Scalable Content-Based Publish/Subscribe Services over Structured Peer-to-Peer Networks. | Xiaoyu Yang, Yingwu Zhu, Yiming Hu |
| 2006 | MASCOTS | Implications of Neighbor Selection on DHT Overlays. | Yingwu Zhu, Xiaoyu Yang |
| 2003 | IROS | An improved fuzzy logic based navigation system for mobile robots. | Xiaoyu Yang, Mehrdad Moallem, Rajni V. Patel |