| 2026 | ACL | Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach. | Dongqi Huang, Tong Zhou, Zhuoran Jin, Shenghui Shi, Yujiao Mao, Kang Liu, Jun Zhao, Yubo Chen |
| 2026 | ICDE | Banknote-Chain: Achieving User-Incentivized Parallelism in Blockchain via a Banknote-Inspired Transaction Model. | Zhiyu Ma, Xiaofeng Li, He Zhao, Tong Zhou, Nianzu Sheng, Haotian Cheng |
| 2026 | ISCAS | A High-Efficiency Buck-Boost Converter with a Wide Load Range for Neural Stimulators. | Zheyuan Fei, Tong Zhou, Wanyuan Qu |
| 2026 | WWW | TraceLLM: Evaluating and Exploring Large Language Models on Trace Analysis in Microservice-based Web Applications. | Tong Zhou, Xin Peng, Jie Zhang, Chaofeng Sha, Chenxi Zhang, Zicheng Yuan, Senyu Xie |
| 2025 | ACL | CiteLab: Developing and Diagnosing LLM Citation Generation Workflows via the Human-LLM Interaction. | Jiajun Shen, Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao |
| 2025 | ACL | Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation. | Jiajun Shen, Tong Zhou, Yubo Chen, Delai Qiu, Shengping Liu, Kang Liu, Jun Zhao |
| 2025 | EMNLP | MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation. | Xinping Lei, Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao |
| 2025 | ICDE | Enhancing Large Language Models with Pseudo-and Multisource-Knowledge Graphs for Open-ended Question Answering. | Jiaxiang Liu, Tong Zhou, Yubo Chen, Jun Zhao, Kang Liu |
| 2025 | ICLR | CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models. | Song Wang, Peng Wang, Tong Zhou, Yushun Dong, Zhen Tan, Jundong Li |
| 2025 | IJCNN | ARNet: An Aggregation and Recalibration Network for Small Object Detection in Aerial Imagery. | Xin Deng, Zheng Xu, Wenzhu Yang, Hao Li, Tong Zhou |
| 2025 | NAACL | DTELS: Towards Dynamic Granularity of Timeline Summarization. | Chenlong Zhang, Tong Zhou, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao |
| 2025 | NDSS | Probe-Me-Not: Protecting Pre-trained Encoders from Malicious Probing. | Ruyi Ding, Tong Zhou, Lili Su, Aidong Adam Ding, Xiaolin Xu, Yunsi Fei |
| 2025 | SMC | MGAN: Multi-Granularity Action Network for Video Action Recognition. | Tong Zhou, Wenzhu Yang |
| 2024 | ACL | CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph. | Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao |
| 2024 | ACL | Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models. | Kun Luo, Zheng Liu, Shitao Xiao, Tong Zhou, Yubo Chen, Jun Zhao, Kang Liu |
| 2024 | CC | APPy: Annotated Parallelism for Python on GPUs. | Tong Zhou, Jun Shirako, Vivek Sarkar |
| 2024 | CSCWD | An Automated Alert Cross-Verification System with Graph Neural Networks for IDS Events. | Liang Li, Yuanhui He, Feiyang Huang, Ziming Zhao, Zhuoxue Song, Tong Zhou, Zhenyuan Li, Fan Zhang |
| 2024 | CVPR | MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding. | Xu Cao, Tong Zhou, Yunsheng Ma, Wenqian Ye, Can Cui, Kun Tang, Zhipeng Cao, Kaizhao Liang, Ziran Wang, James M. Rehg, Chao Zheng |
| 2024 | DAC | TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments. | Ziyu Liu, Tong Zhou, Yukui Luo, Xiaolin Xu |
| 2024 | ICCAD | AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing. | Tong Zhou, Jiahui Zhao, Yukui Luo, Xi Xie, Wujie Wen, Caiwen Ding, Xiaolin Xu |
| 2024 | ICLR | ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary Predictor. | Tong Zhou, Shaolei Ren, Xiaolin Xu |
| 2024 | IJCAI | Oasis: Data Curation and Assessment System for Pretraining of Large Language Models. | Tong Zhou, Yubo Chen, Pengfei Cao, Kang Liu, Shengping Liu, Jun Zhao |
| 2024 | WACV | A Survey on Multimodal Large Language Models for Autonomous Driving. | Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Yang Zhou, Kaizhao Liang, Jintai Chen, Juanwu Lu, Zichong Yang, Kuei-Da Liao, Tianren Gao, Erlong Li, Kun Tang, Zhipeng Cao, Tong Zhou, Ao Liu, Xinrui Yan, Shuqi Mei, Jianguo Cao, Ziran Wang, Chao Zheng |
| 2023 | AAAI | Flexible 3D Lane Detection by Hierarchical Shape Matching. | Zhihao Guan, Ruixin Liu, Zejian Yuan, Ao Liu, Kun Tang, Tong Zhou, Erlong Li, Chao Zheng, Shuqi Mei |
| 2023 | AAAI | THMA: Tencent HD Map AI System for Creating HD Map Annotations. | Kun Tang, Xu Cao, Zhipeng Cao, Tong Zhou, Erlong Li, Ao Liu, Shengtao Zou, Chang Liu, Shuqi Mei, Elena Sizikova, Chao Zheng |
| 2023 | ACL | Boosting Event Extraction with Denoised Structure-to-Text Augmentation. | Bo Wang, Heyan Huang, Xiaochi Wei, Ge Shi, Xiao Liu, Chong Feng, Tong Zhou, Shuaiqiang Wang, Dawei Yin |
| 2023 | ICASSP | SIAST: A Slot Imbalance-Aware Self-Training Scheme for Semi-Supervised Slot Filling. | Jiachi Liu, Sishi Xiong, Yuehuan He, Tong Zhou, Liwen Wang, Xuefeng Li, Bo Xiao |
| 2023 | ICCAD | MirrorNet: A TEE-Friendly Framework for Secure On-Device DNN Inference. | Ziyu Liu, Yukui Luo, Shijin Duan, Tong Zhou, Xiaolin Xu |
| 2023 | ICCV | AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. | Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding |
| 2023 | ICML | NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation. | Tong Zhou, Yukui Luo, Shaolei Ren, Xiaolin Xu |
| 2023 | ICPP | BlockPilot: A Proposer-Validator Parallel Execution Framework for Blockchain. | Haowen Zhang, Jing Li, He Zhao, Tong Zhou, Nianzu Sheng, Hengyu Pan |
| 2023 | IROS | Accelerating Reinforcement Learning for Autonomous Driving Using Task-Agnostic and Ego-Centric Motion Skills. | Tong Zhou, Letian Wang, Ruobing Chen, Wenshuo Wang, Yu Liu |
| 2023 | ISSRE | TraceStream: Anomalous Service Localization based on Trace Stream Clustering with Online Feedback. | Tong Zhou, Chenxi Zhang, Xin Peng, Zhenghui Yan, Pairui Li, Jianming Liang, Haibing Zheng, Wujie Zheng, Yuetang Deng |
| 2023 | SMC | Neural Implicit 3D Reconstruction with Double Supervision. | Yifan Wang, Tong Zhou, Ping Yang, Wenjun Zhou, Bo Peng |
| 2023 | WACV | Learning to Detect 3D Lanes by Shape Matching and Embedding. | Ruixin Liu, Zhihao Guan, Zejian Yuan, Ao Liu, Tong Zhou, Tang Kun, Erlong Li, Chao Zheng, Shuqi Mei |
| 2022 | AAAI | Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process. | Huafeng Liu, Tong Zhou, Jiaqi Wang |
| 2022 | ICCAD | ObfuNAS: A Neural Architecture Search-Based DNN Obfuscation Approach. | Tong Zhou, Shaolei Ren, Xiaolin Xu |
| 2022 | ICPADS | Accelerating Federated Learning with Two-phase Gradient Adjustment. | Jiajun Wang, Yingchi Mao, Xiaoming He, Tong Zhou, Jun Wu, Jie Wu |
| 2022 | ICRA | Online State-Time Trajectory Planning Using Timed-ESDF in Highly Dynamic Environments. | Delong Zhu, Tong Zhou, Jiahui Lin, Yuqi Fang, Max Q.-H. Meng |
| 2022 | ISCC | Spatial-based Bayesian Hidden Markov Models with Dirichlet Mixtures for Video Anomaly Detection. | Guojian Luo, Jianfeng Qu, Lina Zhang, Xiaoyu Fang, Yi Zhang, Tong Zhou |
| 2021 | ACL | Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism. | Tong Zhou, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Kun Niu, Weifeng Chong, Shengping Liu |
| 2021 | ICASSP | What And Where To Focus In Person Search. | Tong Zhou, Kun Tian |
| 2021 | ICRA | Search-Based Online Trajectory Planning for Car-like Robots in Highly Dynamic Environments. | Jiahui Lin, Tong Zhou, Delong Zhu, Jianbang Liu, Max Q.-H. Meng |
| 2020 | CVPR | Learning Oracle Attention for High-Fidelity Face Completion. | Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao |
| 2020 | ICPR | Forground-Guided Vehicle Perception Framework. | Kun Tian, Tong Zhou, Shiming Xiang, Chunhong Pan |
| 2020 | OOPSLA | Intrepydd: performance, productivity, and portability for data science application kernels. | Tong Zhou, Jun Shirako, Anirudh Jain, Sriseshan Srikanth, Thomas M. Conte, Richard W. Vuduc, Vivek Sarkar |
| 2019 | CC | Valence: variable length calling context encoding. | Tong Zhou, Michael R. Jantz, Prasad A. Kulkarni, Kshitij A. Doshi, Vivek Sarkar |
| 2018 | IROS | A Novel OCR-RCNN for Elevator Button Recognition. | Delong Zhu, Tingguang Li, Danny Ho, Tong Zhou, Max Q.-H. Meng |
| 2018 | ISCAS | An Auto Loss Compensation System for Non-contact Capacitive Coupled Body Channel Communication. | Jian Zhao, Jingna Mao, Tong Zhou, Longqiang Lai, Huazhong Yang, Bo Zhao |
| 2018 | ISCAS | A Multi-Mode Visual Recognition Hardware Accelerator for AR/MR Glasses. | Yunhui Zhu, Yaohua Zuo, Tong Zhou, Guoping Fan |
| 2016 | WISE | A Data Cleaning Method for CiteSeer Dataset. | Yan Wang, Hao Zhang, Yaxin Li, Deyun Wang, YanLin Ma, Tong Zhou, Jianguo Lu |
| 2015 | GLOBECOM | Joint Routing and Channel Assignment for Delay Minimization in Multi-Channel Multi-Flow Mobile Cognitive Ad Hoc Networks. | Tong Zhou, Feilong Tang, Jie Li, Yanqin Yang, Wenchao Xu, Bin Yao, Minyi Guo |
| 2014 | ICNC | Video target tracking based on mean shift algorithm with Kalman filter. | Tong Zhou, Yunyi Yan |
| 2014 | IGARSS | SVDD-based one-class land-cover mapping using optimal training samples. | Muyi Li, Xiufang Zhu, Jianyu Gu, Guanyuan Shuai, Anzhou Zhao, Tong Zhou, Yaozhong Pan |
| 2013 | GLOBECOM | MIMO interference cancelation via network formation game. | Tong Zhou, Yan Chen, K. J. Ray Liu |
| 2013 | GLOBECOM | PindSwitch: A SDN-based protocol-independent autonomic flow processing platform. | Tong Zhou, Xiangyang Gong, Yannan Hu, Xirong Que, Wendong Wang |
| 2010 | ISCAS | An entropy coding method for floating-point texture coordinates of 3D mesh. | Tong Zhou, Yong Liu, Quqing Chen, Kangying Cai, Jun Teng, Zhibo Chen |
| 2007 | ISCAS | Performance of Multi-User DCSK Communication System Over Multipath Fading Channels. | Zhibo Zhou, Tong Zhou, Jinxiang Wang |
| 2007 | Mobiquitous | Privacy-Preserving Detection of Sybil Attacks in Vehicular Ad Hoc Networks. | Tong Zhou, Romit Roy Choudhury, Peng Ning, Krishnendu Chakrabarty |
| 2006 | WCNC | Authentication of sensor network flooding based on neighborhood cooperation. | Tong Zhou, Krishnendu Chakrabarty |
| 2006 | VLSID | A Pipelined Switched-Current Chaotic System for the High-Speed Truly Random Number Generation in Crypto Processor. | Tong Zhou, Mingyan Yu, Yizheng Ye |
| 2002 | ICRA | Modal Force Based Input Shaper for Vibration Suppression of Flexible Payloads. | Tong Zhou, Andrew A. Goldenberg, Jean W. Zu |
| 2000 | ICRA | Vibration Controllability of Flexible Robot-Payload Systems. | Tong Zhou, Jean W. Zu, Andrew A. Goldenberg |
| 1999 | ICASSP | Harmonic retrieval in nonstationary noise. | Tong Zhou, Yongsub Kim |
| 1999 | SIGMOD | TAM: A System for Dynamic Transactional Activity Management. | Tong Zhou, Ling Liu, Calton Pu |
| 1998 | CIKM | Dynamic Restructuring of Transactional Workflow Activities: A Practical Implementation Method. | Tong Zhou, Calton Pu, Ling Liu |
| 1998 | SIGMOD | CQ: A Personalized Update Monitoring Toolkit. | Ling Liu, Calton Pu, Wei Tang, David Buttler, John Biggs, Tong Zhou, Paul Benninghoff, Wei Han, Fenghua Yu |
| 1996 | ICDCS | Differential Evaluation of Continual Queries. | Ling Liu, Calton Pu, Roger S. Barga, Tong Zhou |
| 1994 | PEPM | Improving Programs Which Recurse over Multiple Inductive Structures. | Leonidas Fegaras, Tim Sheard, Tong Zhou |
| 1990 | Interspeech | Speaker recognition using static and dynamic CEPSTRAL feature by a learning neural network. | Hujun Yin, Tong Zhou |