| 2025 | ICDE | MLKV: Efficiently Scaling up Large Embedding Model Training with Disk-based Key-Value Storage. | Yongjun He, Roger Waleffe, Zhichao Han, Johnu George, Binhang Yuan, Zitao Zhang, Yinan Shan, Yang Zhao, Debojyoti Dutta, Theodoros Rekatsinas, Ce Zhang |
| 2025 | Interspeech | Dual Orthogonality Sub-center Loss for Enhanced Anomalous Sound Detection. | Dong Wang, Jiqing Han, Tieran Zheng, Guibin Zheng, Yongjun He |
| 2025 | Interspeech | Adaptive Across-Subcenter Representation Learning for Imbalanced Anomalous Sound Detection. | Dong Wang, Jiqing Han, Guibin Zheng, Tieran Zheng, Yongjun He |
| 2025 | USENIX | Resource Multiplexing in Tuning and Serving Large Language Models. | Yongjun He, Haofeng Yang, Yao Lu, Ana Klimovic, Gustavo Alonso |
| 2024 | EDBT | Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. | Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang |
| 2024 | ICASSP | Modeling Quasi-Periodic Dependency via Self-Supervised Pre-Training for Respiratory Sound Classification. | Wenjie Song, Jiqing Han, Jianchen Li, Guibin Zheng, Tieran Zheng, Yongjun He |
| 2024 | ICASSP | Contrastive Loss Based Frame-Wise Feature Disentanglement for Polyphonic Sound Event Detection. | Yadong Guan, Jiqing Han, Hongwei Song, Wenjie Song, Guibin Zheng, Tieran Zheng, Yongjun He |
| 2024 | ICDE | Benchtemp: A General Benchmark for Evaluating Temporal Graph Neural Networks. | Qiang Huang, Xin Wang, Susie Xi Rao, Zhichao Han, Zitao Zhang, Yongjun He, Quanqing Xu, Yang Zhao, Zhigao Zheng, Jiawei Jiang |
| 2024 | Interspeech | Personality-memory Gated Adaptation: An Efficient Speaker Adaptation for Personalized End-to-end Automatic Speech Recognition. | Yue Gu, Zhihao Du, Shiliang Zhang, Jiqing Han, Yongjun He |
| 2023 | ACL | Sentiment Knowledge Enhanced Self-supervised Learning for Multimodal Sentiment Analysis. | Fan Qian, Jiqing Han, Yongjun He, Tieran Zheng, Guibin Zheng |
| 2023 | ICASSP | Graph-Based Spectro-Temporal Dependency Modeling for Anti-Spoofing. | Feng Chen, Shiwen Deng, Tieran Zheng, Yongjun He, Jiqing Han |
| 2023 | Interspeech | Mutual Information-based Embedding Decoupling for Generalizable Speaker Verification. | Jianchen Li, Jiqing Han, Shiwen Deng, Tieran Zheng, Yongjun He, Guibin Zheng |
| 2022 | KDD | Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters. | Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu |
| 2020 | SIGMOD | Taurus Database: How to be Fast, Available, and Frugal in the Cloud. | Alex Depoutovitch, Chong Chen, Jin Chen, Paul Larson, Shu Lin, Jack Ng, Wenlin Cui, Qiang Liu, Wei Huang, Yong Xiao, Yongjun He |
| 2018 | SIGMOD | Deeper: A Data Enrichment System Powered by Deep Web. | Pei Wang, Yongjun He, Ryan Shea, Jiannan Wang, Eugene Wu |
| 2015 | Interspeech | Noise-robust speaker recognition based on morphological component analysis. | Yongjun He, Chen Chen, Jiqing Han |
| 2014 | Interspeech | Evaluation of dictionary for sparse coding in speech processing. | Yongjun He, Guanglu Sun, Guibin Zheng, Jiqing Han |
| 2012 | ICASSP | A solution to residual noise in speech denoising with sparse representation. | Yongjun He, Jiqing Han, Shiwen Deng, Tieran Zheng, Guibin Zheng |
| 2011 | ICASSP | Compensation of partly reliable components for band-limited speech recognition with missing data techniques. | Yongjun He, Jiqing Han, Tieran Zheng, Guibin Zheng |
| 2010 | Interspeech | Model synthesis for band-limited speech recognition. | Yongjun He, Jiqing Han |