| 2026 | AAAI | Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation. | Kaiwen Huang, Yizhe Zhang, Yi Zhou, Tianyang Xu, Tao Zhou |
| 2026 | AAAI | StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion. | Jin Zhou, Yi Zhou, Hongliang Yang, Pengfei Xu, Hui Huang |
| 2026 | EACL | CASE - Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement. | Gaifan Zhang, Yi Zhou, Danushka Bollegala |
| 2026 | EACL | Evaluating the Effect of Retrieval Augmentation on Social Biases. | Tianhui Zhang, Yi Zhou, Danushka Bollegala |
| 2026 | FM | Array-Carrying Symbolic Execution for Function Contract Generation. | Weijie Lu, Jingyu Ke, Hongfei Fu, Zhouyue Sun, Yi Zhou, Guoqiang Li, Haokun Li |
| 2026 | PAKDD | Fair Adaptive Influence Maximization in Social Networks. | Yi Zhou, Wenyue Ma, Yanhao Wang, Yuchen Li, Panagiotis Karras |
| 2026 | WWW | Language Model Representations for Efficient Few-Shot Tabular Classification. | Inwon Kang, Parikshit Ram, Yi Zhou, Horst Samulowitz, Oshani Seneviratne |
| 2025 | AAAI | Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning. | Wei Chen, Yi Zhou |
| 2025 | ACL | BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. | Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine de Kock, Nirmal Surange, Daniela Teodorescu, Ibrahim Said Ahmad, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino D. M. A. Ali, Ilseyar Alimova, Vladimir Araujo, Nikolay Babakov, Naomi Baes, Ana-Maria Bucur, Andiswa Bukula, Guanqun Cao, Rodrigo Tufio Cardenas, Rendi Chevi, Chiamaka Ijeoma Chukwuneke, Alexandra Ciobotaru, Daryna Dementieva, Murja Sani Gadanya, Robert Geislinger, Bela Gipp, Oumaima Hourrane, Oana Ignat, Falalu Ibrahim Lawan, Rooweither Mabuya, Rahmad Mahendra, Vukosi Marivate, Alexander Panchenko, Andrew Piper, Charles Henrique Porto Ferreira, Vitaly Protasov, Samuel Rutunda, Manish Shrivastava, Aura Cristina Udrea, Lilian Diana Awuor Wanzare, Sophie Wu, Florian Valentin Wunderlich, Hanif Muhammad Zhafran, Tianhui Zhang, Yi Zhou, Saif M. Mohammad |
| 2025 | ACSSC | Dynamic Power Control in Multi-Cell Networks: A Robust Multi-Agent Reinforcement Learning Approach. | Xinrui Ye, Joohyun Cho, Yi Zhou, Rong-Rong Chen |
| 2025 | CADE | Cazamariposas: Automated Instability Debugging in SMT-Based Program Verification. | Yi Zhou, Amar Shah, Zhengyao Lin, Marijn Heule, Bryan Parno |
| 2025 | CIKM | Densest Subgraph Discovery on Decentralized Graphs with Local Edge Differential Privacy. | Wenping Tong, Yi Zhou, Yanhao Wang, Cen Chen, Minghao Zhao |
| 2025 | CogSci | Multi-view Feature Selection with Reinforcement Learning for EEG-based Automated ESES Diagnosis. | Zhipeng He, Yuxuan Li, Shishi Tang, Xinxin Peng, Rui Yang, Xuanhao Qi, Ziyi Chen, Yi Zhou |
| 2025 | CVPR | Convex Relaxation for Robust Vanishing Point Estimation in Manhattan World. | Bangyan Liao, Zhenjun Zhao, Haoang Li, Yi Zhou, Yingping Zeng, Hao Li, Peidong Liu |
| 2025 | CVPR | Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions. | Ting-Hsuan Liao, Yi Zhou, Yu Shen, Chun-Hao Paul Huang, Saayan Mitra, Jia-Bin Huang, Uttaran Bhattacharya |
| 2025 | ECAI | Efficient Branch-and-Bound for Submodular Function Maximization Under Knapsack Constraint. | Yimin Hao, Yi Zhou, Chao Xu, Zhang-Hua Fu |
| 2025 | EMNLP | DocMMIR: A Framework for Document Multi-modal Information Retrieval. | Zirui Li, Siwei Wu, Yizhi Li, Xingyu Wang, Yi Zhou, Chenghua Lin |
| 2025 | EMNLP | Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models. | Gaifan Zhang, Yi Zhou, Danushka Bollegala |
| 2025 | ICASSP | Probabilistic Person-in-Bed Detection Using Accelerometer Signals. | Kaite Shi, Jiayi Gao, Yi Zhou, Xuliang Yu, Liang Zhao |
| 2025 | ICASSP | KARLM: Enhancing LLM-based Recommendation Systems with Knowledge Bases. | Ze Song, Dehong Chen, Xiaoyi Shen, Xiangyu Zhou, Ji Qi, Yi Zhou |
| 2025 | ICCV | Augmented Mass-Spring Model for Real-Time Dense Hair Simulation. | Jorge Alejandro Amador Herrera, Yi Zhou, Xin Sun, Zhixin Shu, Chengan He, Sren Pirk, Dominik L. Michels |
| 2025 | ICCV | Video Motion Graphs. | Haiyang Liu, Zhan Xu, Fa-Ting Hong, Hsin-Ping Huang, Yi Zhou, Yang Zhou |
| 2025 | ICCV | Humoto: A 4D Dataset of Mocap Human Object Interactions. | Jiaxin Lu, Chun-Hao Paul Huang, Uttaran Bhattacharya, Qixing Huang, Yi Zhou |
| 2025 | ICCV | FaceLift: Learning Generalizable Single Image 3D Face Reconstruction From Synthetic Heads. | Weijie Lyu, Yi Zhou, Ming-Hsuan Yang, Zhixin Shu |
| 2025 | ICCV | DMesh++: An Efficient Differentiable Mesh for Complex Shapes. | Sanghyun Son, Matheus Gadelha, Yang Zhou, Matthew Fisher, Zexiang Xu, Yi-Ling Qiao, Ming C. Lin, Yi Zhou |
| 2025 | ICCV | SegmentDreamer: Towards High-Fidelity Text-to-3D Synthesis with Segmented Consistency Trajectory Distillation. | Jiahao Zhu, Zixuan Chen, Guangcong Wang, Xiaohua Xie, Yi Zhou |
| 2025 | ICDM | FAIM-RL: A Reinforcement Learning Approach for Fairness-Aware Adaptive Influence Maximization. | Fangzheng Wang, Yi Zhou, Yanhao Wang, Panagiotis Karras, Yuchen Li |
| 2025 | ICLR | Perm: A Parametric Representation for Multi-Style 3D Hair Modeling. | Chengan He, Xin Sun, Zhixin Shu, Fujun Luan, Sren Pirk, Jorge Alejandro Amador Herrera, Dominik Ludewig Michels, Tuanfeng Yang Wang, Meng Zhang, Holly E. Rushmeier, Yi Zhou |
| 2025 | ICLR | MAP: Multi-Human-Value Alignment Palette. | Xinran Wang, Qi Le, Ammar Ahmed, Enmao Diao, Yi Zhou, Nathalie Baracaldo, Jie Ding, Ali Anwar |
| 2025 | ICLR | Revisiting Large-Scale Non-convex Distributionally Robust Optimization. | Qi Zhang, Yi Zhou, Simon Khan, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou |
| 2025 | ICLR | CryoFM: A Flow-based Foundation Model for Cryo-EM Densities. | Yi Zhou, Yilai Li, Jing Yuan, Quanquan Gu |
| 2025 | ICPADS | Improving One-Shot Person Re-Identification with Video Diffusion Model. | Yi Zhou, Xianyang Xu, Zhiwei Zhao |
| 2025 | IJCAI | Large-Scale Trade-Off Curve Computation for Incentive Allocation with Cardinality and Matroid Constraints. | Yu Cong, Chao Xu, Yi Zhou |
| 2025 | IJCAI | A Novel Local Search Algorithm for the Vertex Bisection Minimization Problem. | Rui Sun, Xinyu Wang, Yiyuan Wang, Jiangnan Li, Yi Zhou |
| 2025 | IJCAI | A Reduction-Based Algorithm for the Clique Interdiction Problem. | Chenghao Zhu, Yi Zhou, Haoyu Jiang |
| 2025 | IJCNN | I2Mamba: Intra- and Inter-Modality Selective State Space Model for Brain Tumor Segmentation. | Wanglong Mao, Zhen Zhang, Yi Zhou |
| 2025 | Interspeech | Scaling beyond Denoising: Submitted System and Findings in URGENT Challenge 2025. | Zhihang Sun, Andong Li, Tong Lei, Rilin Chen, Meng Yu, Chengshi Zheng, Yi Zhou, Dong Yu |
| 2025 | IPCCC | Transaction-Binding Based Collateral Cost Optimization for Payment Channel Networks. | Jingjing Zhang, Yi Zhou, Daozhe Luo, Weigang Wu, Yuzhi Liang |
| 2025 | IROS | MemGS: Memory-Efficient Gaussian Splatting for Real-Time SLAM. | Yinlong Bai, Hongxin Zhang, Sheng Zhong, Junkai Niu, Hai Li, Yijia He, Yi Zhou |
| 2025 | MICCAI | Text-Driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation. | Kaiwen Huang, Yi Zhou, Huazhu Fu, Yizhe Zhang, Chen Gong, Tao Zhou |
| 2025 | MICCAI | Continual Retinal Vision-Language Pre-training upon Incremental Imaging Modalities. | Yuang Yao, Ruiqi Wu, Yi Zhou, Tao Zhou |
| 2025 | NAACL | WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. | Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan, David Anugraha, Rifki Afina Putri, Yutong Wang, Adam Nohejl, Ubaidillah Ariq Prathama, Nedjma Ousidhoum, Afifa Amriani, Anar Rzayev, Anirban Das, Ashmari Pramodya, Aulia Adila, Bryan Wilie, Candy Olivia Mawalim, Cheng Ching Lam, Daud Abolade, Emmanuele Chersoni, Enrico Santus, Fariz Ikhwantri, Garry Kuwanto, Hanyang Zhao, Haryo Akbarianto Wibowo, Holy Lovenia, Jan Christian Blaise Cruz, Jan Wira Gotama Putra, Junho Myung, Lucky Susanto, Maria Angelica Riera Machin, Marina Zhukova, Michael Anugraha, Muhammad Farid Adilazuarda, Natasha Christabelle Santosa, Peerat Limkonchotiwat, Raj Dabre, Rio Alexander Audino, Samuel Cahyawijaya, Shi-Xiong Zhang, Stephanie Yulia Salim, Yi Zhou, Yinxuan Gui, David Ifeoluwa Adelani, En-Shiun Annie Lee, Shogo Okada, Ayu Purwarianti, Alham Fikri Aji, Taro Watanabe, Derry Tanti Wijaya, Alice Oh, Chong-Wah Ngo |
| 2025 | PIMRC | A Double-Covertness Design for Integrated Sensing and Communication Systems. | Yi Zhou, Qiao Shi, Pingzhi Fan, Zheng Ma, Kezhi Wang, Erdal Panayirci |
| 2025 | PRICAI | KALE-LM-Chem: Vision and Practice Toward an AI Brain for Chemistry. | Weichen Dai, Yezeng Chen, Zijie Dai, Yubo Liu, Zhijie Huang, Yixuan Pan, Baiyang Song, Chengli Zhong, Xinhe Li, Zeyu Wang, Zhuoying Feng, Yi Zhou |
| 2025 | VTC | Nonlinear hop frequency prediction based on HT-HMM in navigation confrontation scenarios. | Min Deng, Yi Zhou, Xinyu Lao, Zhiqiang Yao |
| 2025 | VTC | Artificial Noise Aided UAV-ISAC System Against Malicious Radar Signal Detection and Communication Eavesdropping. | Yi Zhou, Xinyu Liu, Pingzhi Fan, Zheng Ma, Kezhi Wang, Zhicheng Dong, Erdal Panayirci |
| 2025 | SIGGRAPH | StreamME: Simplify 3D Gaussian Avatar within Live Stream. | Luchuan Song, Yang Zhou, Zhan Xu, Yi Zhou, Deepali Aneja, Chenliang Xu |
| 2025 | SIGMETRICS | Tiered Cloud Routing: Methodology, Latency, and Improvement. | Shihan Lin, Yi Zhou, Xiao Zhang, Todd Arnold, Ramesh Govindan, Xiaowei Yang |
| 2024 | AAAI | Effective Data Distillation for Tabular Datasets (Student Abstract). | Inwon Kang, Parikshit Ram, Yi Zhou, Horst Samulowitz, Oshani Seneviratne |
| 2024 | AAAI | A Fast Exact Solver with Theoretical Analysis for the Maximum Edge-Weighted Clique Problem. | Lu Liu, Mingyu Xiao, Yi Zhou |
| 2024 | AAAI | Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization. | Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou |
| 2024 | ACCV | COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation. | Xinghong Liu, Yi Zhou |
| 2024 | AISTATS | Enhancing In-context Learning via Linear Probe Calibration. | Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen |
| 2024 | ASPDAC | A Resource-efficient Task Scheduling System using Reinforcement Learning : Invited Paper. | Chedi Morchdi, Cheng-Hsiang Chiu, Yi Zhou, Tsung-Wei Huang |
| 2024 | CAV | A Framework for Debugging Automated Program Verification Proofs via Proof Actions. | Chanhee Cho, Yi Zhou, Jay Bosamiya, Bryan Parno |
| 2024 | COCOON | A Partition-and-Merge Algorithm for Solving the Steiner Tree Problem in Large Graphs. | Ming Sun, Xinyu Wu, Yi Zhou, Jin-Kao Hao, Zhang-Hua Fu |
| 2024 | COLING | Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings. | Gaifan Zhang, Yi Zhou, Danushka Bollegala |
| 2024 | CSCWD | 6GAI: Active IPv6 Address Generation via Adversarial Training with Leaked Information. | Liang Jiao, Yujia Zhu, Wenxiu Zhang, Lei Zhao, Yi Zhou, Qingyun Liu |
| 2024 | CVPR | Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning. | Desai Xie, Jiahao Li, Hao Tan, Xin Sun, Zhixin Shu, Yi Zhou, Sai Bi, Sren Pirk, Arie E. Kaufman |
| 2024 | CVPR | HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction. | Yi Zhou, Hui Zhang, Jiaqian Yu, Yifan Yang, Sangil Jung, Seung-In Park, ByungIn Yoo |
| 2024 | ECAI | A Faster Branching Algorithm for the Maximum k-Defective Clique Problem. | Chunyu Luo, Yi Zhou, Zhengren Wang, Mingyu Xiao |
| 2024 | ECCV | Event-Aided Time-to-Collision Estimation for Autonomous Driving. | Jinghang Li, Bangyan Liao, Xiuyuan Lu, Peidong Liu, Shaojie Shen, Yi Zhou |
| 2024 | ECCV | BeNeRF: Neural Radiance Fields from a Single Blurry Image and Event Stream. | Wenpu Li, Pian Wan, Peng Wang, Jinghang Li, Yi Zhou, Peidong Liu |
| 2024 | ECCV | Motion and Structure from Event-Based Normal Flow. | Zhongyang Ren, Bangyan Liao, Delei Kong, Jinghang Li, Peidong Liu, Laurent Kneip, Guillermo Gallego, Yi Zhou |
| 2024 | EMNLP | Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models. | Yi Zhou, Danushka Bollegala, Jos Camacho-Collados |
| 2024 | FMCAD | Context Pruning for More Robust SMT-based Program Verification. | Yi Zhou, Jay Bosamiya, Jessica Li, Marijn J. H. Heule, Bryan Parno |
| 2024 | GLOBECOM | Secure Communications Against Full-Duplex Active Eavesdropper With Double Cooperative RISs. | Alemayehu Kebede A, Yi Zhou, Zheng Ma |
| 2024 | HCI | Research on Adaptive Interface Warning Information Design for Situational Awareness. | Dapeng Wei, Shijun Ge, Chi Zhang, Yuxuan Wang, Long Lin, Yi Zhou |
| 2024 | ICIP | Open World Object Detection Via Cooperative Foundation Models for Driving Scenes. | Sheng Luo, Yi Zhou |
| 2024 | ICIP | Multimodal-Enhanced Objectness Learner For Corner Case Detection In Autonomous Driving. | Lixing Xiao, Ruixiao Shi, Xiaoyang Tang, Yi Zhou |
| 2024 | ICIP | Decoupling Domain Invariance and Variance With Tailored Prompts for Open-Set Domain Adaptation. | Shihao Zeng, Xinghong Liu, Yi Zhou |
| 2024 | ICLR | On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning. | Ziyi Chen, Yi Zhou, Heng Huang |
| 2024 | ICLR | On the Hardness of Online Nonconvex Optimization with Single Oracle Feedback. | Ziwei Guan, Yi Zhou, Yingbin Liang |
| 2024 | ICLR | Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation. | Yuxiang Lai, Yi Zhou, Xinghong Liu, Tao Zhou |
| 2024 | ICML | Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation. | Yudan Wang, Yue Wang, Yi Zhou, Shaofeng Zou |
| 2024 | ICPADS | Prolonging The Range of Low-power Visible Light Communication Systems with M-FSK. | Mengyu Kang, Jiyi Wu, Jacheng Li, Yi Zhou, Zhiwei Zhao, Yaxin Zhou |
| 2024 | ICRA | MBFusion: A New Multi-modal BEV Feature Fusion Method for HD Map Construction. | Xiaoshuai Hao, Hui Zhang, Yifan Yang, Yi Zhou, Sangil Jung, Seung-In Park, ByungIn Yoo |
| 2024 | ICRA | IMU-Aided Event-based Stereo Visual Odometry. | Junkai Niu, Sheng Zhong, Yi Zhou |
| 2024 | ICWS | Towards Collecting Royalties for Copyrighted Data for Generative Models. | Heiko Ludwig, Yi Zhou, Syed Zawad, Yuya Jeremy Ong, Pengyuan Li, Eric Butler, Eelaaf Zahid |
| 2024 | ISCC | Measuring Encrypted DNS Service with TLS1.3 Support over IPv6. | Liang Jiao, Jianqiang Li, Wenxiu Zhang, Tianyu Cui, Yi Zhou, Yujia Zhu, Qingyun Liu |
| 2024 | MICCAI | MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise. | Ruiqi Wu, Chenran Zhang, Jianle Zhang, Yi Zhou, Tao Zhou, Huazhu Fu |
| 2024 | MICCAI | SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues. | Yuxin Xie, Tao Zhou, Yi Zhou, Geng Chen |
| 2024 | MICCAI | TextPolyp: Point-Supervised Polyp Segmentation with Text Cues. | Yiming Zhao, Yi Zhou, Yizhe Zhang, Ye Wu, Tao Zhou |
| 2024 | VTC | Distributed Unknown Specific Emitter Identification Based on Federated Learning. | Hongyujie Xiao, Heng Liu, Yi Zhou, Liu Yang, Zheng Ma |
| 2024 | WCNC | Diffuse Scattering Analysis of Indoor Propagation Channel at Terahertz Frequency. | Gan Guo, Xiaoli Yang, Yi Zhou, Nan Ma |
| 2024 | WWW | Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta. | Wei Zhang, Dai Li, Chen Liang, Fang Zhou, Zhongke Zhang, Xuewei Wang, Ru Li, Yi Zhou, Yaning Huang, Dong Liang, Kai Wang, Zhangyuan Wang, Zhengxing Chen, Fenggang Wu, Minghai Chen, Huayu Li, Yunnan Wu, Zhan Shu, Mindi Yuan, Sri Reddy |
| 2024 | UAI | Approximate Kernel Density Estimation under Metric-based Local Differential Privacy. | Yi Zhou, Yanhao Wang, Long Teng, Qiang Huang, Cen Chen |
| 2024 | TEI | E-textile Sleeve with Graphene Strain Sensors for Arm Gesture Classification of Mid-Air Interactions. | Yangfangzheng Li, Yi Zhou, Cheng Shen, Rebecca Stewart |
| 2023 | AAAI | Cross-View Geo-Localization via Learning Disentangled Geometric Layout Correspondence. | Xiaohan Zhang, Xingyu Li, Waqas Sultani, Yi Zhou, Safwan Wshah |
| 2023 | ACL | Together We Make Sense-Learning Meta-Sense Embeddings. | Haochen Luo, Yi Zhou, Danushka Bollegala |
| 2023 | ACL | Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA. | Elias Stengel-Eskin, Jimena Guallar-Blasco, Yi Zhou, Benjamin Van Durme |
| 2023 | ACL | Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation. | Xiaohang Tang, Yi Zhou, Danushka Bollegala |
| 2023 | ACL | Solving Cosine Similarity Underestimation between High Frequency Words by \ellâ Norm Discounting. | Saeth Wannasuphoprasit, Yi Zhou, Danushka Bollegala |
| 2023 | ACL | Deep Equilibrium Non-Autoregressive Sequence Learning. | Zaixiang Zheng, Yi Zhou, Hao Zhou |
| 2023 | ACSSC | Multi-Agent Recurrent Deterministic Policy Gradient with Inter-Agent Communication. | Joohyun Cho, Mingxi Liu, Yi Zhou, Rong-Rong Chen |
| 2023 | APWEB | URPWS: An Urban Road Ponding Monitoring and Warning System Based on Surveillance Video. | Rui Xu, Fang Fang, Qingyi Hao, Kang Zheng, Yi Zhou, Yuting Feng, Shengwen Li, Zijing Wan |
| 2023 | CCGRID | HDFL: A Heterogeneity and Client Dropout-Aware Federated Learning Framework. | Syed Zawad, Ali Anwar, Yi Zhou, Nathalie Baracaldo, Feng Yan |
| 2023 | CCS | Galpagos: Developing Verified Low Level Cryptography on Heterogeneous Hardwares. | Yi Zhou, Sydney Gibson, Sarah Cai, Menucha Winchell, Bryan Parno |
| 2023 | CISS | Multi-Objective Design Optimization for Image Classification Using Elastic Neural Networks. | Lei Pan, Yan Zhang, Yi Zhou, Heikki Huttunen, Shuvra S. Bhattacharyya |
| 2023 | COLT | Online Nonconvex Optimization with Limited Instantaneous Oracle Feedback. | Ziwei Guan, Yi Zhou, Yingbin Liang |
| 2023 | CVPR | Normal-guided Garment UV Prediction for Human Re-texturing. | Yasamin Jafarian, Tuanfeng Y. Wang, Duygu Ceylan, Jimei Yang, Nathan Carr, Yi Zhou, Hyun Soo Park |
| 2023 | DSN | JSRevealer: A Robust Malicious JavaScript Detector against Obfuscation. | Kunlun Ren, Weizhong Qiang, Yueming Wu, Yi Zhou, Deqing Zou, Hai Jin |
| 2023 | EMNLP | Language Model is Suitable for Correction of Handwritten Mathematical Expressions Recognition. | Zui Chen, Jiaqi Han, Chaofan Yang, Yi Zhou |
| 2023 | EMNLP | A Critical Analysis of Document Out-of-Distribution Detection. | Jiuxiang Gu, Yifei Ming, Yi Zhou, Jason Kuen, Vlad I. Morariu, Handong Zhao, Ruiyi Zhang, Nikolaos Barmpalios, Anqi Liu, Yixuan Li, Tong Sun, Ani Nenkova |
| 2023 | EMNLP | A Word Sense Distribution-based approach for Semantic Change Prediction. | Xiaohang Tang, Yi Zhou, Taichi Aida, Procheta Sen, Danushka Bollegala |
| 2023 | EMNLP | Efficient Multilingual Language Model Compression through Vocabulary Trimming. | Asahi Ushio, Yi Zhou, Jos Camacho-Collados |
| 2023 | EMNLP | Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset. | Haoyi Wu, Wenyang Hui, Yezeng Chen, Weiqi Wu, Kewei Tu, Yi Zhou |
| 2023 | EMNLP | A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models. | Yi Zhou, Jos Camacho-Collados, Danushka Bollegala |
| 2023 | FMCAD | Mariposa: Measuring SMT Instability in Automated Program Verification. | Yi Zhou, Jay Bosamiya, Yoshiki Takashima, Jessica Li, Marijn Heule, Bryan Parno |
| 2023 | GLOBECOM | Knowledge Representation-Actuated Based Spatio-Temporal Graph Neural Network Traffic Flow Prediction. | Yihan Liu, Nianwen Ning, Ning Lu, Yi Zhou |
| 2023 | ICCV | Boosting Multi-modal Model Performance with Adaptive Gradient Modulation. | Hong Li, Xingyu Li, Pengbo Hu, Yinuo Lei, Chunxiao Li, Yi Zhou |
| 2023 | ICDCS | FaaSBatch: Enhancing the Efficiency of Serverless Computing by Batching and Expanding Functions. | Zhaorui Wu, Yuhui Deng, Yi Zhou, Jie Li, Shujie Pang |
| 2023 | ICDE | KVSAgg: Secure Aggregation of Distributed Key-Value Sets. | Yuhan Wu, Siyuan Dong, Yi Zhou, Yikai Zhao, Fangcheng Fu, Tong Yang, Chaoyue Niu, Fan Wu, Bin Cui |
| 2023 | ICLR | Single-shot General Hyper-parameter Optimization for Federated Learning. | Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig |
| 2023 | ICML | Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization. | Ziyi Chen, Yi Zhou, Yingbin Liang, Zhaosong Lu |
| 2023 | ICML | LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. | Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson |
| 2023 | ICML | Structure-informed Language Models Are Protein Designers. | Zaixiang Zheng, Yifan Deng, Dongyu Xue, Yi Zhou, Fei Ye, Quanquan Gu |
| 2023 | ICONIP | Interactive Attention-Based Graph Transformer for Multi-intersection Traffic Signal Control. | Yining Lv, Nianwen Ning, Hengji Li, Li Wang, Yanyu Zhang, Yi Zhou |
| 2023 | IJCAI | A Fast Maximum k-Plex Algorithm Parameterized by the Degeneracy Gap. | Zhengren Wang, Yi Zhou, Chunyu Luo, Mingyu Xiao |
| 2023 | Interspeech | Time-frequency Domain Filter-and-sum Network for Multi-channel Speech Separation. | Zhewen Deng, Yi Zhou, Hongqing Liu |
| 2023 | IECON | Fractional Order Model Predictive Control Strategy for Hybrid Energy Storage System. | Yanyu Zhang, Xiaoheng Guo, Chunyang Liu, Yi Zhou, Xibeng Zhang |
| 2023 | ISCC | CCSv6: A Detection Model for DNS-over-HTTPS Tunnel Using Attention Mechanism over IPv6. | Liang Jiao, Yujia Zhu, Xingyu Fu, Yi Zhou, Fenglin Qin, Qingyun Liu |
| 2023 | ISIT | Assisted Unsupervised Domain Adaptation. | Cheng Chen, Jiawei Zhang, Jie Ding, Yi Zhou |
| 2023 | ISSTA | An Empirical Study on the Effects of Obfuscation on Static Machine Learning-Based Malicious JavaScript Detectors. | Kunlun Ren, Weizhong Qiang, Yueming Wu, Yi Zhou, Deqing Zou, Hai Jin |
| 2023 | MICCAI | Dual-Modality Grading of Keratoconus Severity Based on Corneal Topography and Clinical Indicators. | Xin Xu, Yingjie Chen, Fei Shi, Yi Zhou, Weifang Zhu, Song Gao, Muhammad Mateen, Xiaofeng Zhang, Xinjian Chen |
| 2023 | MICCAI | UAU-Net: United Attention U-Shaped Network for the Segmentation of Pigment Deposits in Fundus Images of Retinitis Pigmentosa. | Jingcheng Xu, Zhuoshi Wang, Weifang Zhu, Yi Zhou, Yan Sun, Zhuang Li, Ming Liu, Wenhao Tan, Ling Xu, Xinjian Chen |
| 2023 | MICCAI | Rethinking a Unified Generative Adversarial Model for MRI Modality Completion. | Yixiao Yuan, Yawen Huang, Yi Zhou |
| 2023 | OSDI | Sharding the State Machine: Automated Modular Reasoning for Complex Concurrent Systems. | Travis Hance, Yi Zhou, Andrea Lattuada, Reto Achermann, Alex Conway, Ryan Stutsman, Gerd Zellweger, Chris Hawblitzel, Jon Howell, Bryan Parno |
| 2023 | PIMRC | Signal-To-Noise Ratio Based Physical Layer Authentication in UAV Communications. | Yi Zhou, Zheng Ma, Heng Liu, Phee Lep Yeoh, Yonghui Li, Branka Vucetic |
| 2023 | VTC | Vehicular Multimodal Motion Forecasting via Conditional Score-based Modeling. | Zhangyun Wang, Nianwen Ning, Shihan Tian, Ning Lu, Nan Cheng, Yi Zhou |
| 2023 | SIGIR | Edge-cloud Collaborative Learning with Federated and Centralized Features. | Zexi Li, Qunwei Li, Yi Zhou, Wenliang Zhong, Guannan Zhang, Chao Wu |
| 2023 | SP | Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models. | Nathalie Baracaldo, Farhan Ahmed, Kevin Eykholt, Yi Zhou, Shriti Priya, Taesung Lee, Swanand Kadhe, Mike Tan, Sridevi Polavaram, Sterling Suggs, Yuyang Gao, David Slater |
| 2022 | AAAI | UNISON: Unpaired Cross-Lingual Image Captioning. | Jiahui Gao, Yi Zhou, Philip L. H. Yu, Shafiq R. Joty, Jiuxiang Gu |
| 2022 | AAAI | DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior. | Shuangping Jin, Bingbing Yu, Minhao Jing, Yi Zhou, Jiajun Liang, Renhe Ji |
| 2022 | ACL | Sense Embeddings are also Biased - Evaluating Social Biases in Static and Contextualised Sense Embeddings. | Yi Zhou, Masahiro Kaneko, Danushka Bollegala |
| 2022 | CVPR | Delving into the Estimation Shift of Batch Normalization in a Network. | Lei Huang, Yi Zhou, Tian Wang, Jie Luo, Xianglong Liu |
| 2022 | CVPR | Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation. | Yi Zhou, Hui Zhang, Hana Lee, Shuyang Sun, Pingjun Li, Yangguang Zhu, ByungIn Yoo, Xiaojuan Qi, Jae-Joon Han |
| 2022 | DASC | Prediction model of fuel consumption of heavy truck based on improved BP neural network. | Yi Zhou, Yishui Zhu, Luyang Wang, Yu Guo |
| 2022 | ECCV | A Repulsive Force Unit for Garment Collision Handling in Neural Networks. | Qingyang Tan, Yi Zhou, Tuanfeng Y. Wang, Duygu Ceylan, Xin Sun, Dinesh Manocha |
| 2022 | ECCV | Learning Visibility for Robust Dense Human Body Estimation. | Chun-Han Yao, Jimei Yang, Duygu Ceylan, Yi Zhou, Yang Zhou, Ming-Hsuan Yang |
| 2022 | EMNLP | On the Curious Case of l2 norm of Sense Embeddings. | Yi Zhou, Danushka Bollegala |
| 2022 | HPCC | Alzheimer's Disease Detection Using Acoustic And Linguistic Features. | Hongshun Deng, Hongqing Liu, Yi Zhou, Lu Gan |
| 2022 | HPCC | Time-frequency Complex Mask Network for Echo Cancellation and Noise Suppression. | Ning Sun, Hongqing Liu, Lu Gan, Yu Zhao, Zhen Luo, Yi Zhou |
| 2022 | HPCC | Acoustic Howling Suppression with Neural Networks using Real-world Data. | Liang Wan, Baosheng Lv, Hongqing Liu, Lu Gan, Yi Zhou |
| 2022 | ICASSP | ICASSP 2022 L3DAS22 Challenge: Ensemble of Resnet-Conformers with Ambisonics Data Augmentation for Sound Event Localization and Detection. | Yongjian Mao, Ying Zeng, Hongqing Liu, Wenbin Zhu, Yi Zhou |
| 2022 | ICLR | Sample Efficient Stochastic Policy Extragradient Algorithm for Zero-Sum Markov Game. | Ziyi Chen, Shaocong Ma, Yi Zhou |
| 2022 | ICML | Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis. | Ziyi Chen, Yi Zhou, Rong-Rong Chen, Shaofeng Zou |
| 2022 | IJCAI | DDDM: A Brain-Inspired Framework for Robust Classification. | Xiyuan Chen, Xingyu Li, Yi Zhou, Tianming Yang |
| 2022 | IJCAI | SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities. | Pengbo Hu, Xingyu Li, Yi Zhou |
| 2022 | IECON | Jointly Estimation Method of the SOC and SOH of Lithium-ion Battery based on Fractional Order Multi-Innovation Dual Unscented Kalman Filter. | Wei Li, Yonglong Zhu, Xiaoheng Guo, Xibeng Zhang, Yanyu Zhang, Yi Zhou |
| 2022 | IGARSS | Robust Patch Tensor-based Multigraph Embedding for Dimensionality Reduction of Hyperspectral Images. | Yang-Jun Deng, Yi Zhou, Wei-Ye Wang, Xing-Hui Zhu, Heng-Chao Li |
| 2022 | ISIT | Accelerated Proximal Alternating Gradient-Descent-Ascent for Nonconvex Minimax Machine Learning. | Ziyi Chen, Shaocong Ma, Yi Zhou |
| 2022 | ISSAC | Desingularization and p-Curvature of Recurrence Operators. | Yi Zhou, Mark van Hoeij |
| 2022 | MICCAI | Tiny-Lesion Segmentation in OCT via Multi-scale Wavelet Enhanced Transformer. | Meng Wang, Kai Yu, Xinxing Xu, Yi Zhou, Yuanyuan Peng, Yanyu Xu, Rick Siow Mong Goh, Yong Liu, Huazhu Fu |
| 2022 | MICCAI | Delving into Local Features for Open-Set Domain Adaptation in Fundus Image Analysis. | Yi Zhou, Shaochen Bai, Tao Zhou, Yu Zhang, Huazhu Fu |
| 2022 | MMSP | Acoustic Echo Cancellation and Noise Suppression with a Full Time-Frequency Cascaded Neural Network. | Ning Sun, Hongqing Liu, Hao Li, Yi Zhou, Lu Gan |
| 2022 | PRICAI | Dynamic Spatial-Temporal Dual Graph Neural Networks for Urban Traffic Prediction. | Li Wang, Nianwen Ning, Yihan Liu, Yining Lv, Yongmeng Tian, Yanyu Zhang, Yi Zhou |
| 2022 | WSC | Policy Evaluation with Stochastic Gradient Estimation Techniques. | Yi Zhou, Michael C. Fu, Ilya O. Ryzhov |
| 2022 | WWW | Listing Maximal k-Plexes in Large Real-World Graphs. | Zhengren Wang, Yi Zhou, Mingyu Xiao, Bakhadyr Khoussainov |
| 2022 | SIGMOD | MinMax Sampling: A Near-optimal Global Summary for Aggregation in the Wide Area. | Yikai Zhao, Yinda Zhang, Yuanpeng Li, Yi Zhou, Chunhui Chen, Tong Yang, Bin Cui |
| 2022 | UAI | Data sampling affects the complexity of online SGD over dependent data. | Shaocong Ma, Ziyi Chen, Yi Zhou, Kaiyi Ji, Yingbin Liang |
| 2022 | TAMC | Extracting Densest Sub-hypergraph with Convex Edge-Weight Functions. | Yi Zhou, Shan Hu, Zimo Sheng |
| 2022 | UCC | Computation Offloading From Edge to Equipment for Smart Manufacturing. | Hung H. Nguyen, Yi Zhou, Kushagra Kushagra, Xiao Qin |
| 2021 | AAAI | Enhancing Balanced Graph Edge Partition with Effective Local Search. | Zhenyu Guo, Mingyu Xiao, Yi Zhou, Dongxiang Zhang, Kian-Lee Tan |
| 2021 | AAAI | Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation. | Xueyi Li, Tianfei Zhou, Jianwu Li, Yi Zhou, Zhaoxiang Zhang |
| 2021 | AAAI | Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning. | Syed Zawad, Ahsan Ali, Pin-Yu Chen, Ali Anwar, Yi Zhou, Nathalie Baracaldo, Yuan Tian, Feng Yan |
| 2021 | AAAI | Improving Maximum k-plex Solver via Second-Order Reduction and Graph Color Bounding. | Yi Zhou, Shan Hu, Mingyu Xiao, Zhang-Hua Fu |
| 2021 | AAAI | Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification. | Yi Zhou, Lei Huang, Tianfei Zhou, Ling Shao |
| 2021 | ACL | Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble. | Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang |
| 2021 | ACSSC | Multi-Agent Off-Policy TDC with Near-Optimal Sample and Communication Complexity. | Ziyi Chen, Yi Zhou, Rongrong Chen |
| 2021 | ACSSC | Communication-Free Two-Stage Multi-Agent DDPG under Partial States and Observations. | Joohyun Cho, Mingxi Liu, Yi Zhou, Rong-Rong Chen |
| 2021 | CCS | FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data. | Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, James Joshi, Heiko Ludwig |
| 2021 | CVPR | Group Whitening: Balancing Learning Efficiency and Representational Capacity. | Lei Huang, Yi Zhou, Li Liu, Fan Zhu, Ling Shao |
| 2021 | CVPR | Exploiting Semantic Embedding and Visual Feature for Facial Action Unit Detection. | Huiyuan Yang, Lijun Yin, Yi Zhou, Jiuxiang Gu |
| 2021 | CVPR | A Deep Emulator for Secondary Motion of 3D Characters. | Mianlun Zheng, Yi Zhou, Duygu Ceylan, Jernej Barbic |
| 2021 | DATE | Blender: A Traffic-Aware Container Placement for Containerized Data Centers. | Zhaorui Wu, Yuhui Deng, Hao Feng, Yi Zhou, Geyong Min |
| 2021 | EMNLP | On the Transferability of Adversarial Attacks against Neural Text Classifier. | Liping Yuan, Xiaoqing Zheng, Yi Zhou, Cho-Jui Hsieh, Kai-Wei Chang |
| 2021 | HCI | Children's Reality Understanding of Magic Show in the Video. | Jiaqi Wu, Zhuo Zhang, Yi Zhou, Na Xu |
| 2021 | ICCV | Specificity-preserving RGB-D Saliency Detection. | Tao Zhou, Huazhu Fu, Geng Chen, Yi Zhou, Deng-Ping Fan, Ling Shao |
| 2021 | ICCV | CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis. | Yi Zhou, Lei Huang, Tao Zhou, Ling Shao |
| 2021 | ICCV | Visual-Textual Attentive Semantic Consistency for Medical Report Generation. | Yi Zhou, Lei Huang, Tao Zhou, Huazhu Fu, Ling Shao |
| 2021 | ICCV | Stochastic Scene-Aware Motion Prediction. | Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael J. Black |
| 2021 | ICLR | Proximal Gradient Descent-Ascent: Variable Convergence under KÅ Geometry. | Ziyi Chen, Yi Zhou, Tengyu Xu, Yingbin Liang |
| 2021 | ICLR | Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity. | Shaocong Ma, Ziyi Chen, Yi Zhou, Shaofeng Zou |
| 2021 | ICPADS | Improving Restore Performance of Deduplication Systems via a Greedy Rewriting Scheme. | Lifang Lin, Yuhui Deng, Yi Zhou |
| 2021 | Interspeech | Cross-Lingual Voice Conversion with a Cycle Consistency Loss on Linguistic Representation. | Yi Zhou, Xiaohai Tian, Zhizheng Wu, Haizhou Li |
| 2021 | IROS | Event-based Motion Segmentation by Cascaded Two-Level Multi-Model Fitting. | Xiuyuan Lu, Yi Zhou, Shaojie Shen |
| 2021 | ISMAR | Distortion-Aware Room Layout Estimation from A Single Fisheye Image. | Ming Meng, Likai Xiao, Yi Zhou, Zhaoxin Li, Zhong Zhou |
| 2021 | KDD | Cluster-Reduce: Compressing Sketches for Distributed Data Streams. | Yikai Zhao, Zheng Zhong, Yuanpeng Li, Yi Zhou, Yifan Zhu, Li Chen, Yi Wang, Tong Yang |
| 2021 | MASS | Certifiably-Robust Federated Adversarial Learning via Randomized Smoothing. | Cheng Chen, Bhavya Kailkhura, Ryan A. Goldhahn, Yi Zhou |
| 2021 | MICCAI | High-Resolution Hierarchical Adversarial Learning for OCT Speckle Noise Reduction. | Yi Zhou, Jiang Li, Meng Wang, Weifang Zhu, Yuanyuan Peng, Zhongyue Chen, Lianyu Wang, Tingting Wang, Chenpu Yao, Ting Wang, Xinjian Chen |
| 2021 | PACLIC | Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy. | Danushka Bollegala, Yi Zhou |
| 2021 | VTC | STOG: A Traffic Prediction Scheme Based on Spatio-Temporal Optimized Graph Neural Networks. | Shuting Hu, Ze Yu, Danyang Zhou, Yi Zhou, Nan Cheng, Ning Lu |
| 2021 | VTC | A Time-Efficient and Attention-Aware Deployment Strategy for UAV Networks Driven by Deep Reinforcement Learning. | Jinyue Wu, Xiang Cheng, Xiaoyong Ma, Wei Li, Yi Zhou |
| 2021 | VTC | EV-Road-Grid: Enabling Optimal Electric Vehicle Charging Path Considering Wireless Charging and Dynamic Energy Consumption. | Yanyu Zhang, Shukui Zhou, Xinpeng Rao, Yi Zhou |
| 2021 | VTC | SA-SGAN: A Vehicle Trajectory Prediction Model Based on Generative Adversarial Networks. | Danyang Zhou, Huxiao Wang, Wei Li, Yi Zhou, Nan Cheng, Ning Lu |
| 2021 | WSC | Estimating a Conditional Expectation with the Generalized Likelihood Ratio Method. | Yi Zhou, Michael C. Fu, Ilya O. Ryzhov |
| 2021 | WWW | Efficient Reductions and a Fast Algorithm of Maximum Weighted Independent Set. | Mingyu Xiao, Sen Huang, Yi Zhou, Bolin Ding |
| 2021 | SP | A Security Model and Fully Verified Implementation for the IETF QUIC Record Layer. | Antoine Delignat-Lavaud, Cdric Fournet, Bryan Parno, Jonathan Protzenko, Tahina Ramananandro, Jay Bosamiya, Joseph Lallemand, Itsaka Rakotonirina, Yi Zhou |
| 2020 | AAAI | Embedding High-Level Knowledge into DQNs to Learn Faster and More Safely. | Zihang Gao, Fangzhen Lin, Yi Zhou, Hao Zhang, Kaishun Wu, Haodi Zhang |
| 2020 | AAAI | Motion-Attentive Transition for Zero-Shot Video Object Segmentation. | Tianfei Zhou, Shunzhou Wang, Yi Zhou, Yazhou Yao, Jianwu Li, Ling Shao |
| 2020 | AAAI | Enumerating Maximal | Yi Zhou, Jingwei Xu, Zhenyu Guo, Mingyu Xiao, Yan Jin |
| 2020 | ACL | Improving Entity Linking through Semantic Reinforced Entity Embeddings. | Feng Hou, Ruili Wang, Jun He, Yi Zhou |
| 2020 | ACL | Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples. | Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, Cho-Jui Hsieh, Minhao Cheng, Xuanjing Huang |
| 2020 | CVPR | An Investigation Into the Stochasticity of Batch Whitening. | Lei Huang, Lei Zhao, Yi Zhou, Fan Zhu, Li Liu, Ling Shao |
| 2020 | DATE | A Heat-Recirculation-Aware VM Placement Strategy for Data Centers. | Hao Feng, Yuhui Deng, Yi Zhou |
| 2020 | EMNLP | Cross-Lingual Dependency Parsing by POS-Guided Word Reordering. | Lu Liu, Yi Zhou, Jianhan Xu, Xiaoqing Zheng, Kai-Wei Chang, Xuanjing Huang |
| 2020 | HPDC | TiFL: A Tier-based Federated Learning System. | Zheng Chai, Ahsan Ali, Syed Zawad, Stacey Truex, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Heiko Ludwig, Feng Yan, Yue Cheng |
| 2020 | ICASSP | Perception-Distortion Trade-Off with Restricted Boltzmann Machines. | Chris Cannella, Jie Ding, Mohammadreza Soltani, Yi Zhou, Vahid Tarokh |
| 2020 | ICASSP | Supervised Encoding for Discrete Representation Learning. | Cat P. Le, Yi Zhou, Jie Ding, Vahid Tarokh |
| 2020 | ICLR | Reanalysis of Variance Reduced Temporal Difference Learning. | Tengyu Xu, Zhe Wang, Yi Zhou, Yingbin Liang |
| 2020 | ICML | History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms. | Kaiyi Ji, Zhe Wang, Bowen Weng, Yi Zhou, Wei Zhang, Yingbin Liang |
| 2020 | ICML | Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle. | Shaocong Ma, Yi Zhou |
| 2020 | ICPR | GFTE: Graph-Based Financial Table Extraction. | Yiren Li, Zheng Huang, Junchi Yan, Yi Zhou, Fan Ye, Xianhui Liu |
| 2020 | IGARSS | Construction and Application of a Post-Quake House Damage Model Based on Multiscale Self-Adaptive Fusion of Spectral Textures Images. | Rui Zhang, Yi Zhou, Shixin Wang, Futao Wang, Tao Zhang, Yun He, Shucheng You |
| 2020 | IJCAI | Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization. | Yi Zhou, Zhe Wang, Kaiyi Ji, Yingbin Liang, Vahid Tarokh |
| 2020 | ICPR | Image-based Table Cell Detection: a Novel Table Structure Decomposition Method with New Dataset. | Dafeng Wei, Hongtao Lu, Yi Zhou, Kai Chen |
| 2020 | INDIN | Multi-Channel Temporal Graph Convolutional Network for Stock Return Prediction. | Jifeng Sun, Jianwu Lin, Yi Zhou |
| 2020 | IROS | Spatio-temporal Attention Model for Tactile Texture Recognition. | Guanqun Cao, Yi Zhou, Danushka Bollegala, Shan Luo |
| 2020 | MICCAI | Automatic and Interpretable Model for Periodontitis Diagnosis in Panoramic Radiographs. | Haoyang Li, Juexiao Zhou, Yi Zhou, Jie Chen, Feng Gao, Ying Xu, Xin Gao |
| 2020 | VTC | Adaptive Deployment of UAV-Aided Networks Based on Hybrid Deep Reinforcement Learning. | Xiaoyong Ma, Shuting Hu, Danyang Zhou, Yi Zhou, Ning Lu |
| 2020 | TAMC | The Complexity of the Partition Coloring Problem. | Zhenyu Guo, Mingyu Xiao, Yi Zhou |
| 2019 | AISTATS | Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization. | Zhe Wang, Yi Zhou, Yingbin Liang, Guanghui Lan |
| 2019 | ASRU | A Modularized Neural Network with Language-Specific Output Layers for Cross-Lingual Voice Conversion. | Yi Zhou, Xiaohai Tian, Emre Yilmaz, Rohan Kumar Das, Haizhou Li |
| 2019 | CCS | A Hybrid Approach to Privacy-Preserving Federated Learning. | Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig, Rui Zhang, Yi Zhou |
| 2019 | CCS | HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning. | Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Heiko Ludwig |
| 2019 | CLUSTER | LogGOPSC: A Parallel Computation Model Extending Network Contention into LogGOPS. | Baicheng Yan, Yi Zhou, Limin Xiao, Jiantong Huo, Zhaokai Wang |
| 2019 | CVPR | Iterative Normalization: Beyond Standardization Towards Efficient Whitening. | Lei Huang, Yi Zhou, Fan Zhu, Li Liu, Ling Shao |
| 2019 | CVPR | Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling. | Zhen Wei, Jingyi Zhang, Li Liu, Fan Zhu, Fumin Shen, Yi Zhou, Si Liu, Yao Sun, Ling Shao |
| 2019 | CVPR | On the Continuity of Rotation Representations in Neural Networks. | Yi Zhou, Connelly Barnes, Jingwan Lu, Jimei Yang, Hao Li |
| 2019 | CVPR | Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images. | Yi Zhou, Xiaodong He, Lei Huang, Li Liu, Fan Zhu, Shanshan Cui, Ling Shao |
| 2019 | HPCC | A Source Code Analysis Method with Parallel Acceleration for Mining MPI Application Communication Counts. | Rui Zhang, Limin Xiao, Baicheng Yan, Bing Wei, Yi Zhou, Dong Wang |
| 2019 | IC3K | Unsupervised Evaluation of Human Translation Quality. | Yi Zhou, Danushka Bollegala |
| 2019 | IC3K | Predicting the Quality of Translations Without an Oracle. | Yi Zhou, Danushka Bollegala |
| 2019 | ICASSP | Cross-lingual Voice Conversion with Bilingual Phonetic Posteriorgram and Average Modeling. | Yi Zhou, Xiaohai Tian, Haihua Xu, Rohan Kumar Das, Haizhou Li |
| 2019 | ICDAR | A New Approach for Integrated Recognition and Correction of Texts from Images. | Jian Wei, Kai Chen, Jianhua He, Zheng Huang, Yunrui Lian, Yi Zhou |
| 2019 | ICLR | Toward Understanding the Impact of Staleness in Distributed Machine Learning. | Wei Dai, Yi Zhou, Nanqing Dong, Hao Zhang, Eric P. Xing |
| 2019 | ICLR | SGD Converges to Global Minimum in Deep Learning via Star-convex Path. | Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin Liang, Vahid Tarokh |
| 2019 | ICML | Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization. | Kaiyi Ji, Zhe Wang, Yi Zhou, Yingbin Liang |
| 2019 | IJCAI | How Well Do Machines Perform on IQ tests: a Comparison Study on a Large-Scale Dataset. | Yusen Liu, Fangyuan He, Haodi Zhang, Guozheng Rao, Zhiyong Feng, Yi Zhou |
| 2019 | IJCNN | 3D Room Reconstruction from A Single Fisheye Image. | Mingyang Li, Yi Zhou, Ming Meng, Yuehua Wang, Zhong Zhou |
| 2019 | IJCNN | KDSL: a Knowledge-Driven Supervised Learning Framework for Word Sense Disambiguation. | Shi Yin, Yi Zhou, Chenguang Li, Shangfei Wang, Jianmin Ji, Xiaoping Chen, Ruili Wang |
| 2019 | ISCAS | Reconstruction Strategy for Bandwidth-Interleaved Acquisition System with Overlapping Band. | Yu Zhao, Peng Ye, Kuojun Yang, Jie Meng, Jian Gao, Wentao Wei, Jinpeng Song, Yi Zhou |
| 2019 | MICCAI | DME-Net: Diabetic Macular Edema Grading by Auxiliary Task Learning. | Xiaodong He, Yi Zhou, Boyang Wang, Shanshan Cui, Ling Shao |
| 2019 | MICCAI | High-Resolution Diabetic Retinopathy Image Synthesis Manipulated by Grading and Lesions. | Yi Zhou, Xiaodong He, Shanshan Cui, Fan Zhu, Li Liu, Ling Shao |
| 2019 | MMSP | A Robust GSC Beamforming Method for Speech Enhancement using Linear Microphone Array. | Feng Ni, Yi Zhou, Hongqing Liu |
| 2019 | UAI | Cubic Regularization with Momentum for Nonconvex Optimization. | Zhe Wang, Yi Zhou, Yingbin Liang, Guanghui Lan |
| 2018 | AAAI | Attention-based Belief or Disbelief Feature Extraction for Dependency Parsing. | Haoyuan Peng, Lu Liu, Yi Zhou, Junying Zhou, Xiaoqing Zheng |
| 2018 | AAAI | RNN-Based Sequence-Preserved Attention for Dependency Parsing. | Yi Zhou, Junying Zhou, Lu Liu, Jiangtao Feng, Haoyuan Peng, Xiaoqing Zheng |
| 2018 | CCGRID | Improving Energy Efficiency of Database Clusters Through Prefetching and Caching. | Yi Zhou, Shubbhi Taneja, Mohammed I. Alghamdi, Xiao Qin |
| 2018 | COLING | Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank. | Xiaomin Chu, Feng Jiang, Yi Zhou, Guodong Zhou, Qiaoming Zhu |
| 2018 | CVPR | Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification. | Yi Zhou, Ling Shao |
| 2018 | ECCV | Semi-dense 3D Reconstruction with a Stereo Event Camera. | Yi Zhou, Guillermo Gallego, Henri Rebecq, Laurent Kneip, Hongdong Li, Davide Scaramuzza |
| 2018 | ECCV | HairNet: Single-View Hair Reconstruction Using Convolutional Neural Networks. | Yi Zhou, Liwen Hu, Jun Xing, Weikai Chen, Han-Wei Kung, Xin Tong, Hao Li |
| 2018 | HCI | A Multidimensional Workload Assessment Method for Power Grid Dispatcher. | Bingbing Song, Zhen Wang, Yanyu Lu, Xiaobi Teng, Xinyi Chen, Yi Zhou, Hai Ye, Shan Fu |
| 2018 | HCI | The Identification of Human Errors in the Power Dispatching Based on the TRACEr Method. | Xiaobi Teng, Yanyu Lu, Zhen Wang, Bingbing Song, Hai Ye, Yi Zhou, Shan Fu |
| 2018 | HCI | Behavior Mapping of Sketching in VR Space with Physical Tablet Interface. | Wenjie Xu, Defu Bao, Qifei Wu, Yi Zhou, Xuning Wu, Fangtian Ying, Cheng Yao |
| 2018 | ICLR | Critical Points of Linear Neural Networks: Analytical Forms and Landscape Properties. | Yi Zhou, Yingbin Liang |
| 2018 | ICLR | Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis. | Yi Zhou, Zimo Li, Shuangjiu Xiao, Chong He, Zeng Huang, Hao Li |
| 2018 | IGARSS | Disaster Monitoring and Emergency Response Services in China. | Jianjun Wu, Xinlyi Han, Yi Zhou, Peng Yue, Xiaoqing Wang, Jingxuan Lu, Weiguo Jiang, Jing Li, Hong Tang, Futao Wang, Xiaotao Li, Jinlong Fan |
| 2018 | ISPA | A Low Cost Method for Determining the Entire Network Path Bandwidths of Indirect High-Performance Computer Networks. | Baicheng Yan, Yi Zhou, Limin Xiao, Zhang Yang, Hongyu Wu, Bing Wei |
| 2018 | WACV | Vehicle Re-Identification by Adversarial Bi-Directional LSTM Network. | Yi Zhou, Ling Shao |
| 2018 | VRST | MR video fusion: interactive 3D modeling and stitching on wide-baseline videos. | Yi Zhou, Mingjun Cao, Jingdi You, Ming Meng, Yuehua Wang, Zhong Zhou |
| 2017 | BMVC | Cross-View GAN Based Vehicle Generation for Re-identification. | Yi Zhou, Ling Shao |
| 2017 | GLOBECOM | A Centralized Clustering Based Hybrid Vehicular Networking Architecture for Safety Data Delivery. | Chenhao Shi, Yi Zhou, Wei Li, Huanhuan Li, Ning Lu, Nan Cheng, Tingting Yang |
| 2017 | GLOBECOM | Auction Game Based Optical and Acoustic Communication Scheduling Mechanism for Underwater Scenario. | Tingting Yang, Zhenfeng Ouyang, Lujuan Zhang, Jian Zhao, Ruilong Deng, Zhou Su, Yi Zhou, Ying Wang |
| 2017 | HiPC | Thermal Profiling and Modeling of Hadoop Clusters Using BigData Applications. | Shubbhi Taneja, Ajit Chavan, Yi Zhou, Mohammed I. Alghamdi, Xiao Qin |
| 2017 | ICASSP | Demixing sparse signals via convex optimization. | Yi Zhou, Yingbin Liang |
| 2017 | ICCV | Realistic Dynamic Facial Textures from a Single Image Using GANs. | Kyle Olszewski, Zimo Li, Chao Yang, Yi Zhou, Ronald Yu, Zeng Huang, Sitao Xiang, Shunsuke Saito, Pushmeet Kohli, Hao Li |
| 2017 | ICIP | Image deblurring in the presence of salt-and-pepper noise. | Liming Hou, Hongqing Liu, Zhen Luo, Yi Zhou, Trieu-Kien Truong |
| 2017 | ICML | Conditional Accelerated Lazy Stochastic Gradient Descent. | Guanghui Lan, Sebastian Pokutta, Yi Zhou, Daniel Zink |
| 2017 | ICML | Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization. | Qunwei Li, Yi Zhou, Yingbin Liang, Pramod K. Varshney |
| 2017 | ICML | Learning Latent Space Models with Angular Constraints. | Pengtao Xie, Yuntian Deng, Yi Zhou, Abhimanu Kumar, Yaoliang Yu, James Zou, Eric P. Xing |
| 2017 | IJCAI | Integrating Answer Set Programming with Semantic Dictionaries for Robot Task Planning. | Dongcai Lu, Yi Zhou, Feng Wu, Zhao Zhang, Xiaoping Chen |
| 2017 | ICRA | DAP3D-Net: Where, what and how actions occur in videos? | Li Liu, Yi Zhou, Ling Shao |
| 2017 | ICRA | Semi-dense visual odometry for RGB-D cameras using approximate nearest neighbour fields. | Yi Zhou, Laurent Kneip, Hongdong Li |
| 2017 | VTC | TLB-VTL: 3-Level Buffer Based Virtual Traffic Light Scheme for Intelligent Collaborative Intersections. | Gaochao Wang, Yandong Hou, Yanyu Zhang, Yi Zhou, Ning Lu, Nan Cheng |
| 2016 | ACCV | Divide and Conquer: Efficient Density-Based Tracking of 3D Sensors in Manhattan Worlds. | Yi Zhou, Laurent Kneip, Cristian Rodriguez Opazo, Hongdong Li |
| 2016 | AISTATS | On Convergence of Model Parallel Proximal Gradient Algorithm for Stale Synchronous Parallel System. | Yi Zhou, Yaoliang Yu, Wei Dai, Yingbin Liang, Eric P. Xing |
| 2016 | CHI | Pmomo: Projection Mapping on Movable 3D Object. | Yi Zhou, Shuangjiu Xiao, Ning Tang, Zhiyong Wei, Xu Chen |
| 2016 | CSCWD | An adaptive neighborhood taboo search on GPU for Hardware/Software Co-design. | Neng Hou, Fazhi He, Yilin Chen, Yi Zhou |
| 2016 | DASC | Collaborative Filtering and Deep Learning Based Hybrid Recommendation for Cold Start Problem. | Jian Wei, Jianhua He, Kai Chen, Yi Zhou, Zuoyin Tang |
| 2016 | ECCV | DAVE: A Unified Framework for Fast Vehicle Detection and Annotation. | Yi Zhou, Li Liu, Ling Shao, Matt Mellor |
| 2016 | ICPR | A novel text structure feature extractor for Chinese scene text detection and recognition. | Xiaohang Ren, Kai Chen, Xiaokang Yang, Yi Zhou, Jianhua He, Jun Sun |
| 2016 | IGARSS | Urban building height estimation from radarsat 2 imagery, a case study in Beijing, China. | Ye Tian, Shixin Wang, Yi Zhou, Wenliang Liu, Chenxi Lin |
| 2016 | IROS | Real-time rotation estimation for dense depth sensors in piece-wise planar environments. | Yi Zhou, Laurent Kneip, Hongdong Li |
| 2016 | UAI | Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting. | Pengtao Xie, Jin Kyu Kim, Yi Zhou, Qirong Ho, Abhimanu Kumar, Yaoliang Yu, Eric P. Xing |
| 2016 | VCIP | A novel scene text detection algorithm based on convolutional neural network. | Xiaohang Ren, Kai Chen, Xiaokang Yang, Yi Zhou, Jianhua He, Jun Sun |
| 2015 | DICTA | A Revisit of Methods for Determining the Fundamental Matrix with Planes. | Yi Zhou, Laurent Kneip, Hongdong Li |
| 2015 | ICIP | A discriminative tracklets representation for crowd analysis. | Chongjing Wang, Xu Zhao, Zheng Shou, Yi Zhou, Yuncai Liu |
| 2015 | ICIP | A two-stage video coding framework with both self-adaptive redundant dictionary and adaptively orthonormalized DCT basis. | Yuanyi Xue, Yi Zhou, Yao Wang |
| 2015 | ICIP | Nonparametric background model based clutter map for X-band marine radar. | Yi Zhou, Xiaoming Liu, Jidong Suo, Chang Liu, Xiaohong Su, Limei Liu |
| 2015 | IJCAI | First-Order Disjunctive Logic Programming vs Normal Logic Programming. | Yi Zhou |
| 2014 | ECAI | From Disjunctive to Normal Logic Programs via Unfolding and Shifting. | Yi Zhou |
| 2014 | KR | First-Order Default Logic Revisited. | Yi Zhou |
| 2014 | PRICAI | Polynomially Bounded Forgetting. | Yi Zhou |
| 2014 | WSC | Effective and scalable uncertainty evaluation for large-scale complex system applications. | Junfei Xie, Yan Wan, Yi Zhou, Kevin Mills, James J. Filliben, Yu Lei |
| 2014 | VCIP | Blind image quality assessment based on a new feature of nature scene statistics. | Li Song, Chen Chen, Yi Xu, Gengjian Xue, Yi Zhou |
| 2013 | KDD | Analysis and identification of spamming behaviors in Sina Weibo microblog. | Chengfeng Lin, Jianhua He, Yi Zhou, Xiaokang Yang, Kai Chen, Li Song |
| 2013 | WWW | Cost-effective node monitoring for online hot eventdetection in sina weibo microblogging. | Kai Chen, Yi Zhou, Hongyuan Zha, Jianhua He, Pei Shen, Xiaokang Yang |