| 2026 | AAAI | UM-Text: A Unified Multimodal Model for Image Understanding and Visual Text Editing. | Lichen Ma, Xiaolong Fu, Gaojing Zhou, Zipeng Guo, Ting Zhu, Yichun Liu, Yu Shi, Jason Li, Junshi Huang |
| 2026 | AAAI | Navigating the Alpha Jungle: An LLM-Powered MCTS Framework for Formulaic Alpha Factor Mining. | Yu Shi, Yitong Duan, Jian Li |
| 2026 | AAAI | Kronos: A Foundation Model for the Language of Financial Markets. | Yu Shi, Zongliang Fu, Shuo Chen, Bohan Zhao, Wei Xu, Changshui Zhang, Jian Li |
| 2026 | ISCAS | A Reference-Free Neural Network Architecture for ADC Nonlinearity Calibration. | Yu Shi, Xuecheng Yang, Yihang Luan, Zuo Zhang, Yilian Zhong, Changde Ding, Zhiliang Hong, Jiawei Xu |
| 2026 | SIGIR | Request-Only Optimization for Recommendation Systems. | Liang Guo, Wei Li, Lucy Liao, Huihui Cheng, Rui Zhang, Yu Shi, Yueming Wang, Yanzun Huang, Keke Zhai, Pengchao Wang, Timothy Shi, Xuan Cao, Shengzhi Wang, Renqin Cai, Zhaojie Gong, Omkar Vichare, Rui Jian, Leon Gao, Shiyan Deng, Xingyu Liu, Xiong Zhang, Fu Li, Wenlei Xie, Bin Wen, Rui Li, Lu Fang, Xing Liu, Jiaqi Zhai |
| 2025 | APSEC | Dynamic Variance Reduction-Based Reusable Test Case Generation for Image Classification. | Changrong Huang, Shunhui Ji, Yu Shi, Pengcheng Zhang |
| 2025 | APSEC | ISA: Test Case Generation Based on Improved Simulated Annealing Algorithm. | Shunhui Ji, Yu Shi, Ji Deng, Pengcheng Zhang |
| 2025 | ASRU | Lightweight Prompt Biasing for Contextualized End-to-End ASR Systems. | Bo Ren, Yu Shi, Jinyu Li |
| 2025 | CIKM | SMTIR: Scenario-Aware Multi-Trigger Induction Network for CTR Prediction. | Xuan Ma, Yu Shi, Hao Peng, Jia Duan, Zhanhao Ye, Kunyao Wang, Kai Yan, Long Chen, Zehua Zhang, Changping Peng, Zhangang Lin, Ching Law |
| 2025 | COMPSAC | MVGText: Momentum and Variance Guided Hard-Label Text Test Case Generation. | Shunhui Ji, Yu Shi, Changrong Huang, Letian Cheng, Pengcheng Zhang |
| 2025 | CSCWD | Enhancing Graph Neural Networks for Graph Classification via Structure-Guided Adaptor. | Wen Yin, Yiqi Wang, Jiaxin Zhang, Yu Shi, Ruichao Ren, Songlei Jian, Jianfeng Zhang, Yan Ding |
| 2025 | DAC | Unlocking a New Rust Programming Experience: Fast and Slow Thinking with LLMs to Conquer Undefined Behaviors. | Renshuang Jiang, Pan Dong, Zhenling Duan, Yu Shi, Xiaoxiang Fang, Yan Ding, Jun Ma, Shuai Zhao, Zhe Jiang |
| 2025 | ICIG | A Lightweight and Real-Time Asymmetric Multi-output Thermal Radiation Effects Correction in Infrared Images. | Bo Fu, Dongming Xie, Yuanxin Li, Yifan Guo, Xinyuan Deng, Yaozong Zhang, Yu Shi |
| 2025 | ICML | High-Dimensional Tensor Regression With Oracle Properties. | Wenbin Wang, Yu Shi, Ziping Zhao |
| 2025 | ITW | Entanglement-Assisted Coding for Arbitrary Linear Computations Over a Quantum MAC. | Lei Hu, Mohamed W. Nomeir, Alptug Aytekin, Yu Shi, Sennur Ulukus, Saikat Guha |
| 2025 | MICCAI | PLUS: Plug-and-Play Enhanced Liver Lesion Diagnosis Model on Non-contrast CT Scans. | Jiacheng Hao, Xiaoming Zhang, Wei Liu, Xiaoli Yin, Yuan Gao, Chunli Li, Ling Zhang, Le Lu, Yu Shi, Xu Han, Ke Yan |
| 2025 | TrustCom | UAV Assisted Multi-Attack Detection Method for Vehicular Ad Hoc Networks. | Junhui Zhang, Na Fan, Liping Ye, Jianghui Hu, Yexiong Shang, Yu Shi |
| 2025 | SDM | OpenFE++: Efficient Automated Feature Generation via Feature Interaction. | Lei Wang, Yu Shi, Yifei Jin, Jian Li |
| 2024 | AAAI | Deep Semantic Graph Transformer for Multi-View 3D Human Pose Estimation. | Lijun Zhang, Kangkang Zhou, Feng Lu, Xiang-Dong Zhou, Yu Shi |
| 2024 | CBMS | Augmented Sensory Feedback during Training of Upper Extremity Function in Virtual Reality. | Yu Shi, Mingxiao Liu, Sophie Dewil, Noam Y. Harel, Sean Sanford, Raviraj Nataraj |
| 2024 | CVPR | Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration. | Tony C. W. Mok, Zi Li, Yunhao Bai, Jianpeng Zhang, Wei Liu, Yan-Jie Zhou, Ke Yan, Dakai Jin, Yu Shi, Xiaoli Yin, Le Lu, Ling Zhang |
| 2024 | HCI | Application of Interactive Installation Art Design Based on Generalization Theory. | Lin Liu, Yue Mi, Xinyi Cheng, Yu Shi |
| 2024 | ICML | Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations. | Jiaqi Zhai, Lucy Liao, Xing Liu, Yueming Wang, Rui Li, Xuan Cao, Leon Gao, Zhaojie Gong, Fangda Gu, Jiayuan He, Yinghai Lu, Yu Shi |
| 2024 | MICCAI | LIDIA: Precise Liver Tumor Diagnosis on Multi-Phase Contrast-Enhanced CT via Iterative Fusion and Asymmetric Contrastive Learning. | Wei Huang, Wei Liu, Xiaoming Zhang, Xiaoli Yin, Xu Han, Chunli Li, Yuan Gao, Yu Shi, Le Lu, Ling Zhang, Lei Zhang, Ke Yan |
| 2024 | MICCAI | Improved Esophageal Varices Assessment from Non-contrast CT Scans. | Chunli Li, Xiaoming Zhang, Yuan Gao, Xiaoli Yin, Le Lu, Ling Zhang, Ke Yan, Yu Shi |
| 2024 | NAACL | i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. | Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Xuemei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang |
| 2023 | AAAI | Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer. | Min Peng, Chongyang Wang, Yu Shi, Xiang-Dong Zhou |
| 2023 | AAAI | i-Code: An Integrative and Composable Multimodal Learning Framework. | Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang |
| 2023 | ACL | Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization. | Pengcheng He, Baolin Peng, Song Wang, Yang Liu, Ruochen Xu, Hany Hassan, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang |
| 2023 | CVPR | Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization. | Mingze Yuan, Yingda Xia, Hexin Dong, Zifan Chen, Jiawen Yao, Mingyan Qiu, Ke Yan, Xiaoli Yin, Yu Shi, Xin Chen, Zaiyi Liu, Bin Dong, Jingren Zhou, Le Lu, Ling Zhang, Li Zhang |
| 2023 | ICASSP | Code-Switching Text Generation and Injection in Mandarin-English ASR. | Haibin Yu, Yuxuan Hu, Yao Qian, Ma Jin, Linquan Liu, Shujie Liu, Yu Shi, Yanmin Qian, Edward Lin, Michael Zeng |
| 2023 | ICCV | CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans. | Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi, Xin Chen, Jingren Zhou, Alan L. Yuille, Zaiyi Liu, Ling Zhang |
| 2023 | ICIP | Multi-Semantic Alignment Co-Reasoning Network for Video Question Answering. | Min Peng, Liangchen Liu, Zhenghao Li, Yu Shi, Xiangdong Zhou |
| 2023 | ICIP | Progressive Multi-View Fusion for 3D Human Pose Estimation. | Lijun Zhang, Kangkang Zhou, Liangchen Liu, Zhenghao Li, Xunyi Zhao, Xiang-Dong Zhou, Yu Shi |
| 2023 | ICONIP | TextBFA: Arbitrary Shape Text Detection with Bidirectional Feature Aggregation. | Hui Xu, Qiu-Feng Wang, Zhenghao Li, Yu Shi, Xiang-Dong Zhou |
| 2023 | IJCAI | Unreliable Partial Label Learning with Recursive Separation. | Yu Shi, Ning Xu, Hua Yuan, Xin Geng |
| 2023 | IJCNN | Two-Stream Heterogeneous Graph Network with Dynamic Interactive Learning for Video Question Answering. | Min Peng, Xiaohu Shao, Yu Shi, Xiangdong Zhou |
| 2023 | MICCAI | SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation. | Fan Bai, Ke Yan, Xiaoyu Bai, Xinyu Mao, Xiaoli Yin, Jingren Zhou, Yu Shi, Le Lu, Max Q.-H. Meng |
| 2023 | MICCAI | Improved Prognostic Prediction of Pancreatic Cancer Using Multi-phase CT by Integrating Neural Distance and Texture-Aware Transformer. | Hexin Dong, Jiawen Yao, Yuxing Tang, Mingze Yuan, Yingda Xia, Jian Zhou, Hong Lu, Jingren Zhou, Bin Dong, Le Lu, Zaiyi Liu, Li Zhang, Yu Shi, Ling Zhang |
| 2023 | MICCAI | Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network. | Ke Yan, Xiaoli Yin, Yingda Xia, Fakai Wang, Shu Wang, Yuan Gao, Jiawen Yao, Chunli Li, Xiaoyu Bai, Jingren Zhou, Ling Zhang, Le Lu, Yu Shi |
| 2022 | ICASSP | Optimizing Alignment of Speech and Language Latent Spaces for End-To-End Speech Recognition and Understanding. | Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng |
| 2022 | ICIP | Spatio-Temporal Attention Graph for Monocular 3d Human Pose Estimation. | Lijun Zhang, Xiaohu Shao, Zhenghao Li, Xiang-Dong Zhou, Yu Shi |
| 2022 | IJCAI | Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering. | Min Peng, Chongyang Wang, Yuan Gao, Yu Shi, Xiang-Dong Zhou |
| 2022 | MICCAI | Effective Opportunistic Esophageal Cancer Screening Using Noncontrast CT Imaging. | Jiawen Yao, Xianghua Ye, Yingda Xia, Jian Zhou, Yu Shi, Ke Yan, Fang Wang, Lili Lin, Haogang Yu, Xian-Sheng Hua, Le Lu, Dakai Jin, Ling Zhang |
| 2021 | COMPSAC | Multi-relational EHR representation learning with infusing information of Diagnosis and Medication. | Yu Shi, Yuhang Guo, Hao Wu, Jingxiu Li, Xin Li |
| 2021 | ICASSP | Generating Human Readable Transcript for Automatic Speech Recognition with Pre-Trained Language Model. | Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Sefik Emre Eskimez, Liyang Lu, Hong Qu, Michael Zeng |
| 2021 | ICASSP | Speech-Language Pre-Training for End-to-End Spoken Language Understanding. | Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng |
| 2021 | IJCNN | Improving Zero-shot Neural Machine Translation on Language-specific Encoders- Decoders. | Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng |
| 2021 | IWCMC | A Study on Interaction of College English Classroom in the Mobile Internet Environment. | Yu Shi, Wenrui Li, Weiwei Zeng |
| 2021 | IWCMC | A Study of University Teaching Model Based on the Theory of Network Inquiry Community. | Weiwei Zeng, Wenrui Li, Yu Shi, Hao Huang |
| 2020 | IJCNLP | MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension. | Huaishao Luo, Yu Shi, Ming Gong, Linjun Shou, Tianrui Li |
| 2020 | IJCNLP | Mixed-Lingual Pre-training for Cross-lingual Summarization. | Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang |
| 2020 | ICPR | 2D License Plate Recognition based on Automatic Perspective Rectification. | Hui Xu, Zhaohong Guo, Da-Han Wang, Xiang-Dong Zhou, Yu Shi |
| 2020 | Interspeech | Discriminative Transfer Learning for Optimizing ASR and Semantic Labeling in Task-Oriented Spoken Dialog. | Yao Qian, Yu Shi, Michael Zeng |
| 2020 | ICSE | CPC: automatically classifying and propagating natural language comments via program analysis. | Juan Zhai, Xiangzhe Xu, Yu Shi, Guanhong Tao, Minxue Pan, Shiqing Ma, Lei Xu, Weifeng Zhang, Lin Tan, Xiangyu Zhang |
| 2020 | MICCAI | DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging. | Jiawen Yao, Yu Shi, Le Lu, Jing Xiao, Ling Zhang |
| 2020 | MICCAI | Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-institutional Multi-phase Partially-Annotated CT Scans. | Ling Zhang, Yu Shi, Jiawen Yao, Yun Bian, Kai Cao, Dakai Jin, Jing Xiao, Le Lu |
| 2020 | SP | PMP: Cost-effective Forced Execution with Probabilistic Memory Pre-planning. | Wei You, Zhuo Zhang, Yonghwi Kwon, Yousra Aafer, Fei Peng, Yu Shi, Carson Harmon, Xiangyu Zhang |
| 2019 | ACII | A Novel Apex-Time Network for Cross-Dataset Micro-Expression Recognition. | Min Peng, Chongyang Wang, Tao Bi, Yu Shi, Xiangdong Zhou, Tong Chen |
| 2019 | CIKM | Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity. | Yu Shi, Jiaming Shen, Yuchen Li, Naijing Zhang, Xinwei He, Zhengzhi Lou, Qi Zhu, Matthew Walker, Myunghwan Kim, Jiawei Han |
| 2019 | ICIG | DFQA: Deep Face Image Quality Assessment. | Fei Yang, Xiaohu Shao, Lijun Zhang, Pingling Deng, Xiangdong Zhou, Yu Shi |
| 2019 | IJCAI | Gradient Boosting with Piece-Wise Linear Regression Trees. | Yu Shi, Jian Li, Zhize Li |
| 2019 | ICTAI | Improving Irregular Text Recognition by Integrating Gabor Convolutional Network. | Zhaohong Guo, Hui Xu, Feng Lu, Qiufeng Wang, Xiangdong Zhou, Yu Shi |
| 2018 | ICDM | Meta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights. | Carl Yang, Yichen Feng, Pan Li, Yu Shi, Jiawei Han |
| 2018 | KDD | Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks. | Yu Shi, Qi Zhu, Fang Guo, Chao Zhang, Jiawei Han |
| 2018 | SDM | AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks. | Yu Shi, Huan Gui, Qi Zhu, Lance M. Kaplan, Jiawei Han |
| 2017 | KDD | PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks. | Yu Shi, Po-Wei Chan, Honglei Zhuang, Huan Gui, Jiawei Han |
| 2016 | IECON | A novel current coordinated q-axis Field-Oriented control on synchronous machines. | Yu Shi, Jianyun Chai, Xudong Sun |
| 2016 | KDD | Dynamics of Large Multi-View Social Networks: Synergy, Cannibalization and Cross-View Interplay. | Yu Shi, Myunghwan Kim, Shaunak Chatterjee, Mitul Tiwari, Souvik Ghosh, Rmer Rosales |
| 2015 | VTC | A MDP-Based Dynamic Scheduling Scheme for Deadline Constrained Content Distribution in Wireless Heterogeneous Network. | Yu Shi, Ronghui Hou, King-Shan Lui, Hongyan Li, Jiandong Li |
| 2013 | GLOBECOM | Optimal power allocation for AF full-duplex relay in cognitive radio networks. | Yu Shi, Lin Zhang, Zhi Chen, Yu Gong, Gang Wu |
| 2012 | ICNC | An improved PSO algorithm and its application in fast feature extraction of radar emitter signals. | Yunwei Pu, Tianfei Zhang, Yu Shi |
| 2012 | ICONIP | An Improved Method of Identification Based on Thermal Palm Vein Image. | Ran Wang, Guoyou Wang, Zhong Chen, Jianguo Liu, Yu Shi |
| 2012 | IGARSS | Using a new integrated drought monitoring index to improve drought detection in mid-eastern China. | Lei Zhou, Jianjun Wu, Song Leng, Ming Liu, Jie Zhang, Lin Zhao, Chun-yuan Diao, Jianhui Zhang, Hai-jiang Luo, Feng-ying Zhang, Yu Shi |
| 2011 | ICNC | Edge detection for aluminum alloy MIG welding pool based on pulse coupled neural network. | Mingliang Wu, Gang Zhang, Jiankang Huang, Yu Shi, Ling Shao |
| 2010 | ICFHR | A Study of Discriminative Training for HMM-Based Online Handwritten Chinese/Japanese Character Recognition. | Yongqiang Wang, Qiang Huo, Yu Shi |
| 2010 | ICNC | Study on BPNN based welding joint properties soft sensing method. | Yufen Gu, Cheng Xue, Yu Shi, Ding Fan |
| 2010 | ICNC | Intelligent neural network control system for gas metal arc welding. | Yu Shi, Weidong Liang, Cheng Xue, Ding Fan, Jianhong Chen |
| 2010 | Interspeech | A study of irrelevant variability normalization based training and unsupervised online adaptation for LVCSR. | Guangchuan Shi, Yu Shi, Qiang Huo |
| 2009 | ICDAR | A Study of Feature Design for Online Handwritten Chinese Character Recognition Based on Continuous-Density Hidden Markov Models. | Lei Ma, Qiang Huo, Yu Shi |
| 2008 | ICASSP | Symbol graph based discriminative training and rescoring for improved math symbol recognition. | Zhen Xuan Luo, Yu Shi, Frank K. Soong |
| 2008 | ICASSP | Approximateword-lattice indexing with text indexers: Time-Anchored Lattice Expansion. | Peng Yu, Yu Shi, Frank Seide |
| 2008 | ICPR | A symbol graph based handwritten math expression recognition. | Yu Shi, Frank K. Soong |
| 2008 | Interspeech | GPU-accelerated Gaussian clustering for fMPE discriminative training. | Yu Shi, Frank Seide, Frank K. Soong |
| 2008 | MMSP | Developing a smart camera for road traffic surveillance. | Bei Na Wei, Yu Shi, Getian Ye, Jie Xu |
| 2007 | ACCV | An FPGA-Based Smart Camera for Gesture Recognition in HCI Applications. | Yu Shi, Timothy Tsui |
| 2007 | ASRU | Towards spoken-document retrieval for the enterprise: Approximate word-lattice indexing with text indexers. | Frank Seide, Peng Yu, Yu Shi |
| 2007 | ICASSP | A Segmentation Posterior Based Endpointing Algorithm. | Yanlu Xie, Yu Shi, Frank K. Soong, Beiqian Dai |
| 2007 | ICDAR | A Unified Framework for Symbol Segmentation and Recognition of Handwritten Mathematical Expressions. | Yu Shi, HaiYang Li, Frank K. Soong |
| 2006 | ICARCV | GestureCam: A Smart Camera for Gesture Recognition and Gesture-Controlled Web Navigation. | Yu Shi, Ronnie Taib, Serge Lichman |
| 2006 | ICASSP | Auto-Segmentation Based Partitioning and Clustering Approach to Robust Endpointing. | Yu Shi, Frank K. Soong, Jian-Lai Zhou |
| 2006 | ICONIP | Predication of Properties of Welding Joints Based on Uniform Designed Neural Network. | Yu Shi, Jianjun Li, Ding Fan, Jianhong Chen |
| 2006 | Interspeech | Auto-segmentation based VAD for robust ASR. | Yu Shi, Frank K. Soong, Jian-Lai Zhou |
| 2004 | ICASSP | Segmental tonal modeling for phone set design in Mandarin LVCSR. | Chao Huang, Yu Shi, Jianlai Zhou, Min Chu, Terry Wang, Eric Chang |
| 2004 | ICASSP | Studies in massively speaker-specific speech recognition. | Yu Shi, Eric Chang |
| 2004 | ICASSP | Tone articulation modeling for Mandarin spontaneous speech recognition. | Jian-Lai Zhou, Ye Tian, Yu Shi, Chao Huang, Eric Chang |
| 2003 | ICASSP | Design and implementation of a CMOS sensor based video camera incorporating a combined AWB/AEC module. | Magnus Nilsson, Chaminda Weerasinghe, Serge Lichman, Yu Shi, Igor Kharitonenko |
| 2003 | ICASSP | Spectrogram-based formant tracking via particle filters. | Yu Shi, Eric Chang |
| 2002 | ICASSP | Modelling of color cross-talk in CMOS image sensors. | Wanqing Li, Philip Ogunbona, Yu Shi, Igor Kharitonenko |
| 2002 | Interspeech | Power spectral density based channel equalization of large speech database for concatenative TTS system. | Yu Shi, Eric Chang, Hu Peng, Min Chu |
| 2001 | Interspeech | Speech lab in a box: a Mandarin speech toolbox to jumpstart speech related research. | Eric Chang, Yu Shi, Jian-Lai Zhou, Chao Huang |