| 2026 | AAAI | MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment. | Hao Zhou, Xiaobao Guo, Yuzhe Zhu, Adams Wai-Kin Kong |
| 2026 | ACL | APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention. | Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Ao Sun, Ziqi Yuan, Hao Zhou, Fandong Meng, Zhiyuan Liu |
| 2026 | ACL | PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning. | Yunzhi Shen, Hao Zhou, Xin Huang, Xue Han, Junlan Feng, Shujian Huang |
| 2026 | ACL | DataArc-SynData-Toolkit: A Unified Closed-Loop Framework for Multi-Path, Multimodal, and Multilingual Data Synthesis. | Zhichao Shi, Cehao Yang, Hao Zhou, Xiaojun Wu, Huajie Li, Xuhui Jiang, Chengjin Xu, Yuanzhuo Wang, Jian Guo |
| 2026 | ACL | R³: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning. | YiFei Wang, Qizhi Pei, Jiangtao Feng, Yuntian Shi, Yi Duan, Lihao Wang, Lei Bai, Lijun Wu, Wei-Ying Ma, Hao Zhou |
| 2026 | ACL | Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters. | Zhiyu Xu, Lean Wang, Yuanxin Liu, Lei Li, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2026 | ACL | MAVIS: Multi-Agent Video Retrieval via Structured Video Understanding. | Jie Zhang, Qilang Ye, Hao Zhou, Haochen Liang, Fei Luo |
| 2026 | ACL | A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAMΔ Integration into Upcycled MoE. | Hao Zhou, Tianhao Li, Zhijun Wang, Shuaijie She, Linjuan Wu, Hao-Ran Wei, Baosong Yang, Jiajun Chen, Shujian Huang |
| 2026 | DATE | Endor: Exploit Nearly-Decode-Only Opportunities of LLM Reasoning on Near-Memory Architecture. | Jun Liu, Tianlang Zhao, Shiyi Liu, Jiancai Ye, Lin Li, Zhen Yu, Li Ding, Hao Zhou, Zhenhua Zhu, Xuefei Ning, Yuan Xie, Yu Wang, Guohao Dai |
| 2026 | INFOCOM | MagPos: Accurate and Robust Device Localization with Seamless Integration in Magnetic Wireless Power Transfer System. | Yixiao Chen, Xinyu Wang, Hao Zhou, Xiang Cui, Tianjian Yang, Kaiwen Guo, Chao Liu, Zhi Liu |
| 2026 | INFOCOM | Chunip: Charging-Uninterrupted In-Band Parallel Communication for Magnetic MIMO Wireless Power Transfer System. | Xinyu Wang, Shenyao Jiang, Hao Zhou, Tianjian Yang, Bo Qian, Ying Liu, Qi Song, Yusheng Ji |
| 2026 | INFOCOM | Using Cross-modal Distillation to Improve mmWave-based Speech Recognition. | Yinnan Zhou, Lingyu Wang, Hao Zhou, Qiyue Li, Jie Li, Yusheng Ji |
| 2026 | ICS | CipherSkip: Efficient Sparse Matrix Multiplication with FHE. | Wujie Xiong, Hao Zhou, Yutong Ye, Ruoming Jin, Lei Xu |
| 2026 | IWCMC | Beyond DRL: LLM-enabled In-Context Learning for Aerial Data Collection in Public Safety UAV. | Yousef Emami, Hao Zhou, Miguel Gutirrez-Gaitn, Kai Li, Jin Zhao, Lus Almeida |
| 2025 | AAAI | Core-to-Global Reasoning for Compositional Visual Question Answering. | Hao Zhou, Tingjin Luo, Zhangqi Jiang |
| 2025 | AAAI | MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing. | Hao Zhou, Zhijun Wang, Shujian Huang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Weihua Luo, Jiajun Chen |
| 2025 | ACL | APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs. | Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Sun Ao, Hao Zhou, Jie Zhou, Zhiyuan Liu, Maosong Sun |
| 2025 | ACL | PruneVid: Visual Token Pruning for Efficient Video Large Language Models. | Xiaohu Huang, Hao Zhou, Kai Han |
| 2025 | ACL | PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension. | Kun Ouyang, Yuanxin Liu, Shicheng Li, Yi Liu, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2025 | ACL | Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training. | Zhijun Wang, Jiahuan Li, Hao Zhou, Rongxiang Weng, Jingang Wang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang |
| 2025 | ACL | FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. | Weilin Zhao, Tengyu Pan, Xu Han, Yudi Zhang, Sun Ao, Yuxiang Huang, Kaihuo Zhang, Weilun Zhao, Yuxuan Li, Jie Zhou, Hao Zhou, Jianyong Wang, Maosong Sun, Zhiyuan Liu |
| 2025 | AISTATS | RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation. | Yiming Wang, Yuxuan Song, Yiqun Wang, Minkai Xu, Rui Wang, Hao Zhou, Wei-Ying Ma |
| 2025 | APWEB | Generating Difficulty Controllable Multiple-Choice Question by Iteratively Guiding the Large Language Model. | Hao Zhou, Li Li, Xiaofei Xu, Zhongwei Yin |
| 2025 | ASPDAC | Accelerator for LLM-Enhanced GNN with Product Quantization and Unified Indexing. | Jiaming Xu, Jinhao Li, Jun Liu, Hao Zhou, Guohao Dai |
| 2025 | ASPDAC | Deploying Diffusion Models with Scheduling Space Search and Memory Overflow Prevention Based on Graph Optimization. | Hao Zhou, Yang Liu, Hongji Wang, Enhao Tang, Shun Li, Yifan Zhang, Guohao Dai, Yongpan Liu, Kun Wang |
| 2025 | CCS | Denial of Sequencing Attacks in Ethereum Layer 2 Rollups. | Zihao Li, Zhiyuan Sun, Zheyuan He, Jinzhao Chu, Hao Zhou, Xiapu Luo, Ting Chen, Yinqian Zhang |
| 2025 | CCS | Poster: Adaptive Gradient Clipping with Personalized Differential Privacy for Heterogeneous Federated Learning. | Hao Zhou, Hua Dai, Siqi Cai, Geng Yang, Yang Xiang |
| 2025 | CCS | Parcel Mismatch Demystified: Addressing a Decade-Old Security Challenge in Android. | Sheng Cao, Hao Zhou, Songzhou Shi, Yanjie Zhao, Haoyu Wang |
| 2025 | CGI | PeelMesh: Efficient Interactive Segmentation via Geodesic-Driven Dynamic Topological Updates. | Junjie Yin, Hao Zhou, Zixi Huang, Meie Fang, Ping Li, Weiyin Ma |
| 2025 | CGO | Postiz: Extending Post-increment Addressing for Loop Optimization and Code Size Reduction. | Enming Fan, Xiaofeng Guan, Fan Hu, Heng Shi, Hao Zhou, Jianguo Yao |
| 2025 | CHI | BallistoBud: Heart Rate Variability Monitoring using Earbud Accelerometry for Stress Assessment. | Md Saiful Islam, Md Mahbubur Rahman, Mehrab Bin Morshed, David Jimmy Lin, Yunzhi Li, Hao Zhou, Wendy Berry Mendes, Jilong Kuang |
| 2025 | CIKM | A Privacy-preserving Spatial Dataset Joinable Search in Cloud. | Zhengkai Zhang, Hua Dai, Hao Zhou, Mingfeng Jiang, Pengyue Li, Geng Yang |
| 2025 | CVPR | Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways. | Yi Liu, Hao Zhou, Benlei Cui, Wenxiang Shang, Ran Lin |
| 2025 | CVPR | Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective. | Duowang Zhu, Xiaohu Huang, Haiyan Huang, Hao Zhou, Zhenfeng Shao |
| 2025 | DAC | AcclMT: A Highly Resource-Efficient and Flexible Poseidon Hash-Based Merkle Tree Architecture. | Changxu Liu, Hao Zhou, Lan Yang, Yifei Feng, Zheng Wu, Zhuoyuan Yang, Yinlong Li, Shiyong Wu, Fan Yang |
| 2025 | DASFAA | Grayscale Image-Based Top-k Spatial Dataset Search Processing. | Mingyue Zhang, Hua Dai, Pengyue Li, Sheng Wang, Bohan Li, Hao Zhou, Geng Yang |
| 2025 | DATE | AiSpGEMM: Accelerating Imbalanced SpGEMM on FPGAs with Flexible Interconnect and Intra-row Parallel Merging. | Enhao Tang, Shun Li, Hao Zhou, Guohao Dai, Jun Lin, Kun Wang |
| 2025 | FPGA | FlightVGM: Efficient Video Generation Model Inference with Online Sparsification and Hybrid Precision on FPGAs. | Jun Liu, Shulin Zeng, Li Ding, Widyadewi Soedarmadji, Hao Zhou, Zehao Wang, Jinhao Li, Jintao Li, Yadong Dai, Kairui Wen, Shan He, Yaqi Sun, Yu Wang, Guohao Dai |
| 2025 | FPL | GEF: A GNN-Based Evaluation Framework for FPGA Routing Architecture. | Yuanqi Wang, Yunfei Dai, Jiangnan Li, Kaixiang Zhu, Huizhen Kuang, Hao Zhou, Eric Ren, Xifan Tang, Weijun Qin, Tao Li, Lingli Wang |
| 2025 | GLOBECOM | Understanding 6G through Language Models: A Case Study on LLM-aided Structured Entity Extraction in Telecom Domain. | Ye Yuan, Haolun Wu, Hao Zhou, Xue Liu, Hao Chen, Yan Xin, Jianzhong Charlie Zhang |
| 2025 | ICASSP | Optimizing Biomarkers from Earbud Ballistocardiogram: Calibration and Calibration-Free Algorithms for Accelerometer Axis Selection and Fusion. | Yunzhi Li, Md. Mahbubur Rahman, Mehrab Bin Morshed, Md Saiful Islam, Hao Zhou, Weinan Wang, Holland Ernst, Li Zhu, Jilong Kuang |
| 2025 | ICASSP | Know Your Heart Better: Multimodal Cardiac Output Monitoring using Earbuds. | Hao Zhou, Md Mahbubur Rahman, Mehrab Bin Morshed, Yunzhi Li, Md Saiful Islam, Larry Zhang, Jungmok Bae, Christina Rosa, Wendy Berry Mendes, Jilong Kuang |
| 2025 | ICCCN | UNITY: Semi-supervised Meta-learning Load Monitoring for Resource-restricted Smart Grids. | Xiaoyu Wang, Hao Zhou, Yusheng Ji |
| 2025 | ICCCN | SEGUS: A Semantic Element Gesture Understanding System via Symbol-Path Decoupling. | Tianyi Xu, Hao Zhou, Kaiwen Guo, Xiaoyan Wang, Zhi Liu |
| 2025 | ICCV | HRScene: How Far are VLMs from Effective High-Resolution Image Understanding? | Yusen Zhang, Wenliang Zheng, Aashrith Madasu, Peng Shi, Ryo Kamoi, Hao Zhou, Zhuoyang Zou, Shu Zhao, Sarkar Snigdha Sarathi Das, Vipul Gupta, Xiaoxin Lu, Nan Zhang, Ranran Haoran Zhang, Avitej Iyer, Renze Lou, Wenpeng Yin, Rui Zhang |
| 2025 | ICCV | $\text{CO}_{2}$-Net: A Physics-Informed Spatio-Temporal Model for Global Surface $\text{CO}_{{2}}$ Reconstruction. | Hao Zheng, Yuting Zheng, Hanbo Huang, Chaofan Sun, Enhui Liao, Lin Liu, Yi Han, Hao Zhou, Shiyu Liang |
| 2025 | ICCV | Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving. | Hao Zhou, Zhanning Gao, Zhili Chen, Maosheng Ye, Qifeng Chen, Tongyi Cao, Honggang Qi |
| 2025 | ICLR | Steering Protein Family Design through Profile Bayesian Flow. | Jingjing Gong, Yu Pei, Siyu Long, Yuxuan Song, Zhe Zhang, Wenhao Huang, Ziyao Cao, Shuyi Zhang, Hao Zhou, Wei-Ying Ma |
| 2025 | ICLR | MiniPLM: Knowledge Distillation for Pre-training Language Models. | Yuxian Gu, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang |
| 2025 | ICLR | A Periodic Bayesian Flow for Material Generation. | Hanlin Wu, Yuxuan Song, Jingjing Gong, Ziyao Cao, Yawen Ouyang, Jianbing Zhang, Hao Zhou, Wei-Ying Ma, Jingjing Liu |
| 2025 | ICML | Three-Dimensional Trajectory Prediction with 3DMoTraj Dataset. | Hao Zhou, Xu Yang, Mingyu Fan, Lu Qi, Xiangtai Li, Ming-Hsuan Yang, Fei Luo |
| 2025 | ICML | La RoSA: Enhancing LLM Efficiency via Layerwise Rotated Sparse Activation. | Kai Liu, Bowen Xu, Shaoyu Wu, Xin Chen, Hao Zhou, Yongliang Tao, Lulu Hu |
| 2025 | ICML | Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule. | Keyue Qiu, Yuxuan Song, Zhehuan Fan, Peidong Liu, Zhe Zhang, Mingyue Zheng, Hao Zhou, Wei-Ying Ma |
| 2025 | ICML | Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks. | Keyue Qiu, Yuxuan Song, Jie Yu, Hongbo Ma, Ziyao Cao, Zhilong Zhang, Yushuai Wu, Mingyue Zheng, Hao Zhou, Wei-Ying Ma |
| 2025 | ICML | Smooth Interpolation for Improved Discrete Graph Generative Models. | Yuxuan Song, Juntong Shi, Jingjing Gong, Minkai Xu, Stefano Ermon, Hao Zhou, Wei-Ying Ma |
| 2025 | ICML | Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport. | Yuguang Yan, Zongyu Li, Haolin Yang, Zeqin Yang, Hao Zhou, Ruichu Cai, Zhifeng Hao |
| 2025 | ICML | SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics. | Suyuan Zhao, Yizhen Luo, Ganbo Yang, Yan Zhong, Hao Zhou, Zaiqing Nie |
| 2025 | ICPADS | GCLComp: A GPU-Centric Compaction Strategy for LSM-Based KV Store. | Hao Zhou, Wu Zeng, Gang Wang, Xiaoguang Liu |
| 2025 | IJCAI | Generative AI for Immersive Video: Recent Advances and Future Opportunities. | Kaiyuan Hu, Yili Jin, Hao Zhou, Linfeng Du, Jiangchuan Liu, Xue Liu |
| 2025 | INFOCOM | Fast and Anti-starvation Charging Device Grouping for Magnetic Wireless Power Transfer. | Xinyu Wang, Wangqiu Zhou, Hao Zhou, Tianjian Yang, Shenyao Jiang, Zhi Liu, Yusheng Ji, Qi Song |
| 2025 | IROS | NailTact: Single-camera based Tactile Fingertip with Nail. | Hao Zhou, Masahiro Miyazaki, Kazuhiro Shimonomura |
| 2025 | ICRA | SLAM Assisted 3D Tracking System for Laparoscopic Surgery. | Jingwei Song, Ray Zhang, Wenwei Zhang, Hao Zhou, Maani Ghaffari |
| 2025 | ICRA | Computationally and Sample Efficient Safe Reinforcement Learning Using Adaptive Conformal Prediction. | Hao Zhou, Yanze Zhang, Wenhao Luo |
| 2025 | ICSE | LWDIFF: an LLM-Assisted Differential Testing Framework for Webassembly Runtimes. | Shiyao Zhou, Jincheng Wang, He Ye, Hao Zhou, Claire Le Goues, Xiapu Luo |
| 2025 | IWQoS | Indoor Localization from Large-Scale Poor-Quality Crowdsourcing Wifi Data for On-Demand Delivery. | Kaiwen Guo, Shicheng Zheng, Hao Zhou, Yan Zhang, Keli Yan, Guobin Shen, Haohua Du, Xiang-Yang Li |
| 2024 | AAAI | Intentional Evolutionary Learning for Untrimmed Videos with Long Tail Distribution. | Yuxi Zhou, Xiujie Wang, Jianhua Zhang, Jiajia Wang, Jie Yu, Hao Zhou, Yi Gao, Shengyong Chen |
| 2024 | ACL | Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios. | Bin Sun, Jianfeng Li, Hao Zhou, Fandong Meng, Kan Li, Jie Zhou |
| 2024 | ACL | Semi-Supervised Spoken Language Glossification. | Huijie Yao, Wengang Zhou, Hao Zhou, Houqiang Li |
| 2024 | AI | GPU Job Scheduler with Deep Reinforcement Learning. | Junjie Deng, Aijun An, Hajer Ayadi, Yiming Shao, Hossein Pourmodheji, Hao Zhou, Michael Feiman |
| 2024 | ASPLOS | Boost Linear Algebra Computation Performance via Efficient VNNI Utilization. | Hao Zhou, Qiukun Han, Heng Shi, Yalin Zhang, Jianguo Yao |
| 2024 | CCS | DoubleUp Roll: Double-spending in Arbitrum by Rolling It Back. | Zhiyuan Sun, Zihao Li, Xinghao Peng, Xiapu Luo, Muhui Jiang, Hao Zhou, Yinqian Zhang |
| 2024 | CGO | PresCount: Effective Register Allocation for Bank Conflict Reduction. | Xiaofeng Guan, Hao Zhou, Guoqing Bao, Handong Li, Liang Zhu, Jianguo Yao |
| 2024 | DAC | CSTrans-OPU: An FPGA-based Overlay Processor with Full Compilation for Transformer Networks via Sparsity Exploration. | Yueyin Bai, Keqing Zhao, Yang Liu, Hongji Wang, Hao Zhou, Xiaoxing Wu, Jun Yu, Kun Wang |
| 2024 | DAC | Gypsophila: A Scalable and Bandwidth-Optimized Multi-Scalar Multiplication Architecture. | Changxu Liu, Hao Zhou, Lan Yang, Jiamin Xu, Patrick Dai, Fan Yang |
| 2024 | EACL | Revisiting the Markov Property for Machine Translation. | Cunxiao Du, Hao Zhou, Zhaopeng Tu, Jing Jiang |
| 2024 | ECCV | Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models. | Xiaoyu Zhu, Hao Zhou, Pengfei Xing, Long Zhao, Hao Xu, Junwei Liang, Alexander Hauptmann, Ting Liu, Andrew C. Gallagher |
| 2024 | EMNLP | A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers. | Chenyang Huang, Hao Zhou, Cameron Jen, Kangjie Zheng, Osmar R. Zaane, Lili Mou |
| 2024 | EMNLP | Enhancing Byzantine-Resistant Aggregations with Client Embedding. | Zhiyuan Zhang, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2024 | FCCM | SDAcc: A Stable Diffusion Accelerator on FPGA via Software-Hardware Co-Design. | Hao Zhou, Yang Liu, Hongji Wang, Enhao Tang, Shun Li, Yifan Zhang, Kun Wang |
| 2024 | HPCC | ESDRS: Efficient Spatial Dataset Range Search Processing. | Zhangchen Li, Hua Dai, Jie Sun, Hao Zhou, Pengyue Li, Geng Yang |
| 2024 | ICANN | APF-DQN: Adaptive Objective Pathfinding via Improved Deep Reinforcement Learning Among Building Fire Hazard. | Ke Zhang, Dandan Zhu, Qiuhan Xu, Hao Zhou, Xuemei Peng |
| 2024 | ICASSP | Communication-Oriented Automatic Assessment System for Accented Spoken Chinese in Read-Aloud Tasks. | Huazhen Wang, Huan Wang, Jianguo Chen, Shiyue Zhu, Hao Zhou, Yifei Zhao |
| 2024 | ICLR | FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition. | Xiaohu Huang, Hao Zhou, Kun Yao, Kai Han |
| 2024 | ICLR | Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks. | Yuxuan Song, Jingjing Gong, Hao Zhou, Mingyue Zheng, Jingjing Liu, Wei-Ying Ma |
| 2024 | ICLR | Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. | Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun |
| 2024 | ICLR | Multimodal Molecular Pretraining via Modality Blending. | Qiying Yu, Yudi Zhang, Yuyan Ni, Shikun Feng, Yanyan Lan, Hao Zhou, Jingjing Liu |
| 2024 | ICLR | Large Language Models Are Not Robust Multiple Choice Selectors. | Chujie Zheng, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang |
| 2024 | ICML | VideoPrism: A Foundational Visual Encoder for Video Understanding. | Long Zhao, Nitesh Bharadwaj Gundavarapu, Liangzhe Yuan, Hao Zhou, Shen Yan, Jennifer J. Sun, Luke Friedman, Rui Qian, Tobias Weyand, Yue Zhao, Rachel Hornung, Florian Schroff, Ming-Hsuan Yang, David A. Ross, Huisheng Wang, Hartwig Adam, Mikhail Sirotenko, Ting Liu, Boqing Gong |
| 2024 | ICML | Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models. | Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha |
| 2024 | ICML | MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space. | Yanru Qu, Keyue Qiu, Yuxuan Song, Jingjing Gong, Jiawei Han, Mingyue Zheng, Hao Zhou, Wei-Ying Ma |
| 2024 | ICML | Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective. | Junwei Yang, Kangjie Zheng, Siyu Long, Zaiqing Nie, Ming Zhang, Xinyu Dai, Wei-Ying Ma, Hao Zhou |
| 2024 | ICML | Reducing Balancing Error for Causal Inference via Optimal Transport. | Yuguang Yan, Hao Zhou, Zeqin Yang, Weilin Chen, Ruichu Cai, Zhifeng Hao |
| 2024 | ICML | Collage: Light-Weight Low-Precision Strategy for LLM Training. | Tao Yu, Gaurav Gupta, Karthick Gopalswamy, Amith R. Mamidala, Hao Zhou, Jeffrey Huynh, Youngsuk Park, Ron Diamant, Anoop Deoras, Luke Huan |
| 2024 | ICML | ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling. | Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou |
| 2024 | ICML | On Prompt-Driven Safeguarding for Large Language Models. | Chujie Zheng, Fan Yin, Hao Zhou, Fandong Meng, Jie Zhou, Kai-Wei Chang, Minlie Huang, Nanyun Peng |
| 2024 | ICONIP | Parallel Interpretation Network via Semantic Visual Probe and Counterfactual Verification. | Hao Wan, Keyang Cheng, Hao Zhou |
| 2024 | ICPR | Interpreting Convolutional Neural Network Decision via Pixel-Wise Interaction Hierarchy Graph. | Keyang Cheng, Hao Zhou, Hao Wan |
| 2024 | IJCAI | A Strategic Analysis of Prepayments in Financial Credit Networks. | Hao Zhou, Yongzhao Wang, Konstantinos Varsos, Nicholas Bishop, Rahul Savani, Anisoara Calinescu, Michael J. Wooldridge |
| 2024 | INFOCOM | MultiHGR: Multi-Task Hand Gesture Recognition with Cross-Modal Wrist-Worn Devices. | Mengxia Lyu, Hao Zhou, Kaiwen Guo, Wangqiu Zhou, Xingfa Shen, Yu Gu |
| 2024 | INFOCOM | Safety Guaranteed Power-Delivered-to-Load Maximization for Magnetic Wireless Power Transfer. | Wangqiu Zhou, Xinyu Wang, Hao Zhou, Shenyao Jiang, Zhi Liu, Yusheng Ji |
| 2024 | ICSE | Are We There Yet? Unraveling the State-of-the-Art Smart Contract Fuzzers. | Shuohan Wu, Zihao Li, Luyi Yan, Weimin Chen, Muhui Jiang, Chenxu Wang, Xiapu Luo, Hao Zhou |
| 2024 | ISPA | MPLNet: Industrial Anomaly Detection with Memory Bank and Prompt Learning. | Hao Zhou, Xuanru Guo, Mingcheng Ji, Jielin Jiang, Haolong Xiang, Shengjun Xue |
| 2024 | ISSTA | Following the "Thread": Toward Finding Manipulatable Bottlenecks in Blockchain Clients. | Shuohan Wu, Zihao Li, Hao Zhou, Xiapu Luo, Jianfeng Li, Haoyu Wang |
| 2024 | IWQoS | FreAuth: Novel Frequency Feature-Based Device Authentication for Magnetic Wireless Charging. | Shenyao Jiang, Wangqiu Zhou, Hao Zhou, Jialin Deng, Haisheng Tan, Zhi Liu, Zhenjiang Li |
| 2024 | IWQoS | SGSM: A Foundation-model-like Semi-generalist Sensing Model. | Tianjian Yang, Hao Zhou, Shuo Liu, Kaiwen Guo, Yiwen Hou, Haohua Du, Zhi Liu, Xiang-Yang Li |
| 2023 | AAAI | Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing. | Hao Zhou, Shaoming Li, Guibin Jiang, Jiaqi Zheng, Dong Wang |
| 2023 | ACL | Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation. | Hongyi Wu, Hao Zhou, Man Lan, Yuanbin Wu, Yadong Zhang |
| 2023 | ACL | Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias. | Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2023 | ACL | Deep Equilibrium Non-Autoregressive Sequence Learning. | Zaixiang Zheng, Yi Zhou, Hao Zhou |
| 2023 | CIKM | CLOCK: Online Temporal Hierarchical Framework for Multi-scale Multi-granularity Forecasting of User Impression. | XiaoYu Wang, Yonghui Guo, Xiaoyang Ma, Dongbo Huang, Lan Xu, Haisheng Tan, Hao Zhou, Xiang-Yang Li |
| 2023 | CSCWD | An Improved LSTM based Method for User Behavior Classification in VR Scenes. | Hao Zhou, Bingchan Li, Bo Mao |
| 2023 | EMNLP | Non-Autoregressive Document-Level Machine Translation. | Guangsheng Bao, Zhiyang Teng, Hao Zhou, Jianhao Yan, Yue Zhang |
| 2023 | EMNLP | Multi-Source Probing for Open-Domain Conversational Understanding. | Yuanxi Li, Hao Zhou, Jie Zhou, Minlie Huang |
| 2023 | EMNLP | Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. | Lean Wang, Lei Li, Damai Dai, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2023 | EMNLP | Re³Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training. | Jiaxin Wen, Hao Zhou, Jian Guan, Jie Zhou, Minlie Huang |
| 2023 | FCCM | Transformer-OPU: An FPGA-based Overlay Processor for Transformer Networks. | Yueyin Bai, Hao Zhou, Keqing Zhao, Jianli Chen, Jun Yu, Kun Wang |
| 2023 | FPL | LTrans-OPU: A Low-Latency FPGA-Based Overlay Processor for Transformer Networks. | Yueyin Bai, Hao Zhou, Keqing Zhao, Manting Zhang, Jianli Chen, Jun Yu, Kun Wang |
| 2023 | GLOBECOM | Split Learning for Sensing-Aided Single and Multi-Level Beam Selection in Multi-Vendor RAN. | Ycaro Dantas, Pedro Enrique Iturria-Rivera, Hao Zhou, Yigit Ozcan, Majid Bavand, Medhat H. M. Elsayed, Raimundas Gaigalas, Melike Erol-Kantarci |
| 2023 | GLOBECOM | Policy Poisoning Attacks on Transfer Learning Enabled Resource Allocation for Network Slicing. | Shavbo Salehi, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci |
| 2023 | GLOBECOM | Distributed Attacks over Federated Reinforcement Learning-Enabled Cell Sleep Control. | Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci |
| 2023 | HPCA | High Performance and Power Efficient Accelerator for Cloud Inference. | Jianguo Yao, Hao Zhou, Yalin Zhang, Ying Li, Chuang Feng, Shi Chen, Jiaoyan Chen, Yongdong Wang, Qiaojuan Hu |
| 2023 | ICANN | Boost Predominant Instrument Recognition Performance with MagiaSearch and MagiaClassifier. | Hao Zhou, Zhen Li, Shusong Xing, Zujun Gu, Binhui Wang |
| 2023 | ICCAD | FET-OPU: A Flexible and Efficient FPGA-Based Overlay Processor for Transformer Networks. | Yueyin Bai, Hao Zhou, Keqing Zhao, Hongji Wang, Jianli Chen, Jun Yu, Kun Wang |
| 2023 | ICCV | Sign Language Translation with Iterative Prototype. | Huijie Yao, Wengang Zhou, Hao Feng, Hezhen Hu, Hao Zhou, Houqiang Li |
| 2023 | ICLR | Graph Contrastive Learning for Skeleton-based Action Recognition. | Xiaohu Huang, Hao Zhou, Jian Wang, Haocheng Feng, Junyu Han, Errui Ding, Jingdong Wang, Xinggang Wang, Wenyu Liu, Bin Feng |
| 2023 | ICLR | Learning Harmonic Molecular Representations on Riemannian Manifold. | Yiqun Wang, Yuning Shen, Shi Chen, Lihao Wang, Fei Ye, Hao Zhou |
| 2023 | ICLR | On Pre-training Language Model for Antibody. | Danqing Wang, Fei Ye, Hao Zhou |
| 2023 | ICML | Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D. | Bo Qiang, Yuxuan Song, Minkai Xu, Jingjing Gong, Bowen Gao, Hao Zhou, Wei-Ying Ma, Yanyan Lan |
| 2023 | ICONIP | A Supervised Spatio-Temporal Contrastive Learning Framework with Optimal Skeleton Subgraph Topology for Human Action Recognition. | Zelin Deng, Hao Zhou, Wei Ouyang, Pei He, Song Yun, Qiang Tang, Li Yu |
| 2023 | IJCNLP | Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation. | Chenyang Huang, Fei Huang, Zaixiang Zheng, Osmar Zaane, Hao Zhou, Lili Mou |
| 2023 | IJCNN | EARP: Integration with Entity Attribute and Relation Path for Event Knowledge Graph Representation Learning. | Ze Xu, Hao Zhou, Ting He, Huazhen Wang |
| 2023 | INFOCOM | Roland: Robust In-band Parallel Communication for Magnetic MIMO Wireless Power Transfer System. | Wangqiu Zhou, Hao Zhou, Xiang Cui, Xinyu Wang, Xiaoyan Wang, Zhi Liu |
| 2023 | ICSE | Demystifying Privacy Policy of Third-Party Libraries in Mobile Apps. | Kaifa Zhao, Xian Zhan, Le Yu, Shiyao Zhou, Hao Zhou, Xiapu Luo, Haoyu Wang, Yepang Liu |
| 2023 | ISSTA | CydiOS: A Model-Based Testing Framework for iOS Apps. | Shuohan Wu, Jianfeng Li, Hao Zhou, Yongsheng Fang, Kaifa Zhao, Haoyu Wang, Chenxiong Qian, Xiapu Luo |
| 2023 | IWQoS | BackLip: Passphrase-Independent Lip-reading User Authentication with Backscatter Signals. | Ye Tian, Hao Zhou, Haohua Du, Chenren Xu, Jiahui Hou, Dong Ren, Xiang-Yang Li |
| 2022 | AAAI | Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. | Chenyang Huang, Hao Zhou, Osmar R. Zaane, Lili Mou, Lei Li |
| 2022 | AAAI | LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. | Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li |
| 2022 | AAAI | Unsupervised Editing for Counterfactual Stories. | Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li |
| 2022 | AAIM | Incremental SDN Deployment to Achieve Load Balance in ISP Networks. | Yunlong Cheng, Hao Zhou, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen |
| 2022 | ACL | On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. | Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang |
| 2022 | ACL | latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. | Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li |
| 2022 | ACL | E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. | Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou |
| 2022 | ACL | Contextual Representation Learning beyond Masked Language Modeling. | Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li |
| 2022 | ACL | CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. | Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang |
| 2022 | ACL | Rethinking Document-level Neural Machine Translation. | Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li |
| 2022 | BMVC | Improving Interpretability by Information Bottleneck Saliency Guided Localization. | Hao Zhou, Keyang Cheng, Yu Si, Liuyang Yan |
| 2022 | CCS | Uncovering Intent based Leak of Sensitive Data in Android Framework. | Hao Zhou, Xiapu Luo, Haoyu Wang, Haipeng Cai |
| 2022 | ECCV | PSS: Progressive Sample Selection for Open-World Visual Representation Learning. | Tianyue Cao, Yongxin Wang, Yifan Xing, Tianjun Xiao, Tong He, Zheng Zhang, Hao Zhou, Joseph Tighe |
| 2022 | ECCV | Towards Regression-Free Neural Networks for Diverse Compute Platforms. | Rahul Duggal, Hao Zhou, Shuo Yang, Jun Fang, Yuanjun Xiong, Wei Xia |
| 2022 | ECCV | Out-of-Distribution Identification: Let Detector Tell Which I Am Not Sure. | Ruoqi Li, Chongyang Zhang, Hao Zhou, Chao Shi, Yan Luo |
| 2022 | EMNLP | ROSE: Robust Selective Fine-tuning for Pre-trained Language Models. | Lan Jiang, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Rui Jiang |
| 2022 | EMNLP | Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition. | Hao Zhou, Man Lan, Yuanbin Wu, Yuefeng Chen, Meirong Ma |
| 2022 | FPL | GRAEBO: FPGA General Routing Architecture Exploration via Bayesian Optimization. | Su Zheng, Jiadong Qian, Hao Zhou, Lingli Wang |
| 2022 | GLOBECOM | Joint Sensing and Communications for Deep Reinforcement Learning-based Beam Management in 6G. | Yujie Yao, Hao Zhou, Melike Erol-Kantarci |
| 2022 | GLOBECOM | Federated Deep Reinforcement Learning for Resource Allocation in O-RAN Slicing. | Han Zhang, Hao Zhou, Melike Erol-Kantarci |
| 2022 | GLOBECOM | Hierarchical Reinforcement Learning for RIS-Assisted Energy-Efficient RAN. | Hao Zhou, Long Kong, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci |
| 2022 | HCI | The Assessment of Aviation Situation Awareness Based on Objective Behavior Methods. | Hao Zhou, Yanyu Lu, Shan Fu |
| 2022 | ICIP | Boundary-Area Enhanced Module for Instance Segmentation. | Yunlong Hu, Chongyang Zhang, Hao Zhou, Zefeng Qian, Weiji Zhao |
| 2022 | ICIP | Ψ-Net is an Efficient Tiny Defect Detector. | Bohua Wang, Hao Zhou, Wenrui Luo, Chenyang Li, Zhoubing Li, Zhiqiang Tian |
| 2022 | ICLR | switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder. | Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li |
| 2022 | ICLR | Enhancing Cross-lingual Transfer by Manifold Mixup. | Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li |
| 2022 | ICML | On the Learning of Non-Autoregressive Transformers. | Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang |
| 2022 | ICML | Directed Acyclic Transformer for Non-Autoregressive Machine Translation. | Fei Huang, Hao Zhou, Yang Liu, Hang Li, Minlie Huang |
| 2022 | ICPADS | MHMC: Real-Time Hand Motion Capture Using Millimeter-Wave Radar. | Fan Deng, Hao Zhou, Peng Xia, Zian Wang, Xiaoyan Wang, Xiang-Yang Li |
| 2022 | ICPADS | Time-Frequency Analysis-Based Transient Harmonic Feature Extraction for Load Monitoring. | Peng Xia, Hao Zhou, Shenyao Jiang, Fan Deng, Zhi Liu, Xiang-Yang Li |
| 2022 | IJCAI | Forgiving Debt in Financial Network Games. | Panagiotis Kanellopoulos, Maria Kyropoulou, Hao Zhou |
| 2022 | INFOCOM | Mag-E4E: Trade Efficiency for Energy in Magnetic MIMO Wireless Power Transfer System. | Xiang Cui, Hao Zhou, Jialin Deng, Wangqiu Zhou, Xing Guo, Yu Gu |
| 2022 | INFOCOM | Mudra: A Multi-Modal Smartwatch Interactive System with Hand Gesture Recognition and User Identification. | Kaiwen Guo, Hao Zhou, Ye Tian, Wangqiu Zhou, Yusheng Ji, Xiang-Yang Li |
| 2022 | INFOCOM | Shield: Safety Ensured High-efficient Scheduling for Magnetic MIMO Wireless Power Transfer System. | Wangqiu Zhou, Hao Zhou, Xiaoyu Wang, Kaiwen Guo, Haisheng Tan, Xiang-Yang Li |
| 2022 | ISCC | Deep Reinforcement Learning-based Radio Resource Allocation and Beam Management under Location Uncertainty in 5G mm Wave Networks. | Yujie Yao, Hao Zhou, Melike Erol-Kantarci |
| 2022 | ISPDC | Cuckoo Node Hashing on GPUs. | Muhammad Javed, Hao Zhou, David Troendle, Byunghyun Jang |
| 2022 | ISSTA | NCScope: hardware-assisted analyzer for native code in Android apps. | Hao Zhou, Shuohan Wu, Xiapu Luo, Ting Wang, Yajin Zhou, Chao Zhang, Haipeng Cai |
| 2022 | IWQoS | WiVi: WiFi-Video Cross-Modal Fusion based Multi-Path Gait Recognition System. | Jinmeng Fan, Hao Zhou, Fengyu Zhou, Xiaoyan Wang, Zhi Liu, Xiang-Yang Li |
| 2022 | IWQoS | SpiroFi: Contactless Pulmonary Function Monitoring using WiFi Signal. | Yu Gu, Meng Wang, Peng Zhao, Yantong Wang, Hao Zhou, Yusheng Ji, Celimuge Wu |
| 2021 | AAAI | Consecutive Decoding for Speech-to-text Translation. | Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li |
| 2021 | AAAI | Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation. | Qianqian Dong, Rong Ye, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li |
| 2021 | AAAI | ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. | Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li |
| 2021 | AAAI | Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing. | Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao |
| 2021 | ACL | Glancing Transformer for Non-Autoregressive Neural Machine Translation. | Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li |
| 2021 | ACL | Probabilistic Graph Reasoning for Natural Proof Generation. | Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li |
| 2021 | ACL | Contrastive Aligned Joint Learning for Multilingual Summarization. | Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu, Lei Li |
| 2021 | ACL | UniRE: A Unified Label Space for Entity Relation Extraction. | Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan |
| 2021 | ACL | Vocabulary Learning via Optimal Transport for Neural Machine Translation. | Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li |
| 2021 | ACL | Entity-Aware Abstractive Multi-Document Summarization. | Hao Zhou, Weidong Ren, Gongshen Liu, Bo Su, Wei Lu |
| 2021 | CCS | Structural Attack against Graph Based Android Malware Detection. | Kaifa Zhao, Hao Zhou, Yulin Zhu, Xian Zhan, Kai Zhou, Jianfeng Li, Le Yu, Wei Yuan, Xiapu Luo |
| 2021 | CVPR | Compatibility-Aware Heterogeneous Visual Search. | Rahul Duggal, Hao Zhou, Shuo Yang, Yuanjun Xiong, Wei Xia, Zhuowen Tu, Stefano Soatto |
| 2021 | CVPR | Embracing Uncertainty: Decoupling and De-Bias for Robust Temporal Grounding. | Hao Zhou, Chongyang Zhang, Yan Luo, Yanjun Chen, Chuanping Hu |
| 2021 | CVPR | Improving Sign Language Translation With Monolingual Data by Sign Back-Translation. | Hao Zhou, Wengang Zhou, Weizhen Qi, Junfu Pu, Houqiang Li |
| 2021 | DASFAA | Generating Personalized Titles Incorporating Advertisement Profile. | Jingbing Wang, Zhuolin Hao, Minping Zhou, Jiaze Chen, Hao Zhou, Zhenqiao Song, Jinghao Wang, Jiandong Yang, Shiguang Ni |
| 2021 | EACL | ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction. | Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan |
| 2021 | EMNLP | NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions. | Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu |
| 2021 | EMNLP | Learning Logic Rules for Document-Level Relation Extraction. | Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li |
| 2021 | EMNLP | EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning. | Hao Zhou, Minlie Huang, Yong Liu, Wei Chen, Xiaoyan Zhu |
| 2021 | FPL | Two-level MUX Design and Exploration in FPGA Routing Architecture. | Yuhang Shen, Jiadong Qian, Kaichuang Shi, Lingli Wang, Hao Zhou |
| 2021 | GLOBECOM | Smart Home Energy Management: Sequence-to-Sequence Load Forecasting and Q-Learning. | Mina Razghandi, Hao Zhou, Melike Erol-Kantarci, Damla Turgut |
| 2021 | ICIG | Improved VIBE Shadow Elimination Method with Adaptive Threshold in the Environment of Tarmac Monitoring. | Dong Zheng, Guowu Yuan, Yang Wang, Hao Zhou |
| 2021 | ICLR | MARS: Markov Molecular Sampling for Multi-objective Drug Discovery. | Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li |
| 2021 | ICPADS | Onion: Dependency-Aware Reliable Communication Protocol for Magnetic MIMO WPT System. | Xiaolun Liang, Hao Zhou, Wangqiu Zhou, Xiang Cui, Zhi Liu, Xiang-Yang Li |
| 2021 | IJCNN | ASM: Augmentation-based Semantic Mechanism on Abstractive Summarization. | Weidong Ren, Hao Zhou, Gongshen Liu, Fei Huan |
| 2021 | INFOCOM | Camel: Context-Aware Magnetic MIMO Wireless Power Transfer with In-band Communication. | Hao Zhou, Zhao Chen, Wangqiu Zhou, Haisheng Tan, Panlong Yang, Xiang-Yang Li |
| 2021 | IECON | A Two-step Barrier Coverage Redeployment Strategy for Hybrid Sensor Networks. | Hao Zhou, Gong Chen, Yonghua Xiong, Jinhua She |
| 2021 | IWQoS | LCL: Light Contactless Low-delay Load Monitoring via Compressive Attentional Multi-label Learning. | XiaoYu Wang, Hao Zhou, Nikolaos M. Freris, Wangqiu Zhou, Xing Guo, Zhi Liu, Yusheng Ji, Xiang-Yang Li |
| 2020 | AAAI | Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip. | Yuxuan Song, Minkai Xu, Lantao Yu, Hao Zhou, Shuo Shao, Yong Yu |
| 2020 | AAAI | Importance-Aware Learning for Neural Headline Editing. | Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu |
| 2020 | AAAI | Towards Making the Most of BERT in Neural Machine Translation. | Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Weinan Zhang, Yong Yu, Lei Li |
| 2020 | AAAI | Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition. | Hao Zhou, Wengang Zhou, Yun Zhou, Houqiang Li |
| 2020 | ACCV | RGB-D Co-attention Network for Semantic Segmentation. | Hao Zhou, Lu Qi, Zhaoliang Wan, Hai Huang, Xu Yang |
| 2020 | ACL | Unsupervised Paraphrasing by Simulated Annealing. | Xianggen Liu, Lili Mou, Fandong Meng, Hao Zhou, Jie Zhou, Sen Song |
| 2020 | ACL | Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. | Ning Miao, Yuxuan Song, Hao Zhou, Lei Li |
| 2020 | ACL | Xiaomingbot: A Multilingual Robot News Reporter. | Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li |
| 2020 | ACL | KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation. | Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu |
| 2020 | AISTATS | Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation. | Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li |
| 2020 | CDVE | Vehicle Motion Simulation Method in Urban Traffic Scene. | Jinlian Du, Hao Zhou, Xueyun Jin |
| 2020 | CVPR | SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation. | Koutilya PNVR, Hao Zhou, David Jacobs |
| 2020 | ECCV | VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results. | Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Apostolos Axenopoulos, Arne Schumann, Athanasios Psaltis, Ayush Jain, Bin Dong, Changlin Li, Chen Chen, Chengzhen Duan, Chongyang Zhang, Daniel Stadler, Dheeraj Reddy Pailla, Dong Yin, Faizan Khan, Fanman Meng, Guangyu Gao, Guosheng Zhang, Hansheng Chen, Hao Zhou, Haonian Xie, Heqian Qiu, Hongliang Li, Ioannis Athanasiadis, Jincai Cui, Jingkai Zhou, Jong Hwan Ko, Joo Chan Lee, Jun Yu, Jungyeop Yoo, Lars Wilko Sommer, Lu Xiong, Michael Schleiss, Ming-Hsuan Yang, Mingyu Liu, Minjian Zhang, Murari Mandal, Petros Daras, Pratik Narang, Qiong Liu, Qiu Shi, Qizhang Lin, Rohit Ramaprasad, Sai Wang, Sarvesh Mehta, Shuai Li, Shuqin Huang, Sungtae Moon, Taijin Zhao, Ting Sun, Wei Guo, Wei Tian, Weida Qin, Weiping Yu, Wenxiang Lin, Xi Zhao, Xiaogang Jia, Xin He, Xingjie Zhao, Xuanxin Liu, Yan Ding, Yan Luo, Yang Xiao, Yi Wang, Yingjie Liu, Yongwoo Kim, Yu Sun, Yuehan Yao, Yuyao Huang, Zehui Gong, Zhenyu Xu, Zhipeng Luo, Zhiguo Cao, Zhiwei Wei, Zhongjie Fan, Zichen Song, Ziming Liu |
| 2020 | EMNLP | Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. | Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li |
| 2020 | EMNLP | On the Sentence Embeddings from Pre-trained Language Models. | Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li |
| 2020 | EMNLP | Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. | Dongyu Ru, Jiangtao Feng, Lin Qiu, Hao Zhou, Mingxuan Wang, Weinan Zhang, Yong Yu, Lei Li |
| 2020 | FPGA | LUXOR: An FPGA Logic Cell Architecture for Efficient Compressor Tree Implementations. | Seyedramin Rasoulinezhad, Siddhartha, Hao Zhou, Lingli Wang, David Boland, Philip H. W. Leong |
| 2020 | GPC | A Parallel Tasks Scheduling Algorithm with Markov Decision Process in Edge Computing. | Jun Lu, Xing Guo, Xingguang Zhao, Hao Zhou |
| 2020 | ICA3PP | Effect of Evaporation on Aggregation Kinetics of Clusters: A Monte Carlo Simulation Study. | Nongdie Tan, Lei Chen, Xianglin Ye, Hao Zhou, Hailing Xiong |
| 2020 | ICASSP | Weakly Supervised Crowd-Wise Attention For Robust Crowd Counting. | Xiyu Kong, Muming Zhao, Hao Zhou, Chongyang Zhang |
| 2020 | ICCCN | ecUWB: A Energy-Centric Communication Scheme for Unstable WiFi Based Backscatter Systems : (Invited Paper). | Yue Xu, Jingwen Zhang, Hao Zhou, Xiaoyan Wang, Zhi Liu, Yusheng Ji |
| 2020 | ICLR | Variational Template Machine for Data-to-Text Generation. | Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li |
| 2020 | ICLR | Mirror-Generative Neural Machine Translation. | Zaixiang Zheng, Hao Zhou, Shujian Huang, Lei Li, Xin-Yu Dai, Jiajun Chen |
| 2020 | ICML | Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation. | Wenxian Shi, Hao Zhou, Ning Miao, Lei Li |
| 2020 | ICONIP | An Attention-Based Interaction-Aware Spatio-Temporal Graph Neural Network for Trajectory Prediction. | Hao Zhou, Dongchun Ren, Huaxia Xia, Mingyu Fan, Xu Yang, Hai Huang |
| 2020 | INFOCOM | Joint Power Routing and Current Scheduling in Multi-Relay Magnetic MIMO WPT System. | Hao Zhou, Wenxiong Hua, Jialin Deng, Xiang Cui, Xiang-Yang Li, Panlong Yang |
| 2020 | ISSRE | An Empirical Evaluation of GDPR Compliance Violations in Android mHealth Apps. | Ming Fan, Le Yu, Sen Chen, Hao Zhou, Xiapu Luo, Shuyue Li, Yang Liu, Jun Liu, Ting Liu |
| 2019 | AAAI | CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling. | Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li |
| 2019 | ACL | Generating Sentences from Disentangled Syntactic and Semantic Spaces. | Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xin-Yu Dai, Jiajun Chen |
| 2019 | ACL | Dynamically Fused Graph Network for Multi-hop Reasoning. | Lin Qiu, Yunxuan Xiao, Yanru Qu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu |
| 2019 | ACL | Imitation Learning for Non-Autoregressive Neural Machine Translation. | Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Xu Sun |
| 2019 | ACL | Generating Fluent Adversarial Examples for Natural Languages. | Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li |
| 2019 | DASFAA | Real-Time Route Planning and Online Order Dispatch for Bus-Booking Platforms. | Hao Zhou, Yucen Gao, Xiaofeng Gao, Guihai Chen |
| 2019 | EMNLP | Discreteness in Neural Natural Language Processing. | Lili Mou, Hao Zhou, Lei Li |
| 2019 | FCCM | PIR-DSP: An FPGA DSP Block Architecture for Multi-precision Deep Neural Networks. | Seyedramin Rasoulinezhad, Hao Zhou, Lingli Wang, Philip H. W. Leong |
| 2019 | FPL | Bent Routing Pattern for FPGA. | Xibo Sun, Hao Zhou, Lingli Wang |
| 2019 | GLOBECOM | Deep Learning for Selecting Precoder Ranks. | Hao Zhou, Michael L. Honig |
| 2019 | GLOBECOM | Bi-Directional Training for FDD Systems. | Hao Zhou, Michael L. Honig, Jialing Liu, Weimin Xiao |
| 2019 | ICASSP | Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation. | Bolin Wei, Shuai Lu, Lili Mou, Hao Zhou, Pascal Poupart, Ge Li, Zhi Jin |
| 2019 | ICASSP | Transferable Positive/negative Speech Emotion Recognition via Class-wise Adversarial Domain Adaptation. | Hao Zhou, Ke Chen |
| 2019 | ICASSP | Visual Relationship Recognition via Language and Position Guided Attention. | Hao Zhou, Chuanping Hu, Chongyang Zhang, Shengyang Shen |
| 2019 | ICCV | Deep Single-Image Portrait Relighting. | Hao Zhou, Sunil Hadap, Kalyan Sunkavalli, David Jacobs |
| 2019 | ICCV | GLoSH: Global-Local Spherical Harmonics for Intrinsic Image Decomposition. | Hao Zhou, Xiang Yu, David Jacobs |
| 2019 | ICDCS | A Tight Lower Bound for Relaxed Loop-Free Updates in SDNs. | Hao Zhou, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen |
| 2019 | IJCAI | GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos. | Zhaoyue Sun, Jiaze Chen, Hao Zhou, Deyu Zhou, Lei Li, Mingmin Jiang |
| 2019 | IJCAI | Correct-and-Memorize: Learning to Translate from Interactive Revisions. | Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen |
| 2019 | INFOCOM | Detecting Vulnerable Android Inter-App Communication in Dynamically Loaded Code. | Mohannad Alhanahnah, Qiben Yan, Hamid Bagheri, Hao Zhou, Yutaka Tsutano, Witawas Srisa-an, Xiapu Luo |
| 2019 | INLG | Rethinking Text Attribute Transfer: A Lexical Analysis. | Yao Fu, Hao Zhou, Jiaze Chen, Lei Li |
| 2018 | AAAI | A Deep Cascade Network for Unaligned Face Attribute Classification. | Hui Ding, Hao Zhou, Shaohua Kevin Zhou, Rama Chellappa |
| 2018 | AAAI | Augmenting End-to-End Dialogue Systems With Commonsense Knowledge. | Tom Young, Erik Cambria, Iti Chaturvedi, Hao Zhou, Subham Biswas, Minlie Huang |
| 2018 | AAAI | Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory. | Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu |
| 2018 | ACSSC | Initial Access and Beamforming in Multi-cell mmWave Networks Using Narrowband Pilots. | Hao Zhou, Dongning Guo, Michael L. Honig |
| 2018 | CLOUD | Overload Control for Scaling WeChat Microservices. | Hao Zhou, Ming Chen, Qian Lin, Yong Wang, Xiaobin She, Sifan Liu, Rui Gu, Beng Chin Ooi, Junfeng Yang |
| 2018 | CVPR | Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces. | Hao Zhou, Jin Sun, Yaser Yacoob, David W. Jacobs |
| 2018 | DSN | Localizing Function Errors in Mobile Apps with User Reviews. | Le Yu, Jiachi Chen, Hao Zhou, Xiapu Luo, Kang Liu |
| 2018 | EMNLP | On Tree-Based Neural Sentence Modeling. | Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li |
| 2018 | ICNP | Shifter: A Consistent Multicast Routing Update Scheme in Software-Defined Networks. | Guanhao Wu, Xiaofeng Gao, Tao Chen, Hao Zhou, Linghe Kong, Guihai Chen |
| 2018 | IJCAI | Commonsense Knowledge Aware Conversation Generation with Graph Attention. | Hao Zhou, Tom Young, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu |
| 2018 | ICPR | Single Shot Feature Aggregation Network for Underwater Object Detection. | Lu Zhang, Xu Yang, Zhiyong Liu, Lu Qi, Hao Zhou, Charles Chiu |
| 2018 | INFOCOM | WordRecorder: Accurate Acoustic-based Handwriting Recognition Using Deep Learning. | Haishi Du, Ping Li, Hao Zhou, Wei Gong, Gan Luo, Panlong Yang |
| 2018 | INFOCOM | Motion-Fi: Recognizing and Counting Repetitive Motions with Passive Wireless Backscattering. | Ning Xiao, Panlong Yang, Yubo Yan, Hao Zhou, Xiang-Yang Li |
| 2018 | ICSE | Towards saving money in using smart contracts. | Ting Chen, Zihao Li, Hao Zhou, Jiachi Chen, Xiapu Luo, Xiaoqi Li, Xiaosong Zhang |
| 2017 | ACL | Chunk-Based Bi-Scale Decoder for Neural Machine Translation. | Hao Zhou, Zhaopeng Tu, Shujian Huang, Xiaohua Liu, Hang Li, Jiajun Chen |
| 2017 | EMNLP | Word-Context Character Embeddings for Chinese Word Segmentation. | Hao Zhou, Zhenting Yu, Yue Zhang, Shujian Huang, Xin-Yu Dai, Jiajun Chen |
| 2017 | ICMV | Compressed normalized block difference for object tracking. | Yun Gao, Dengzhuo Zhang, Donglan Cai, Hao Zhou, Ge Lan |
| 2017 | ICMV | Compressed multi-block local binary pattern for object tracking. | Tianwen Li, Yun Gao, Lei Zhao, Hao Zhou |
| 2017 | ICMV | Enhanced online convolutional neural networks for object tracking. | Dengzhuo Zhang, Yun Gao, Hao Zhou, Tianwen Li |
| 2016 | ACL | A Search-Based Dynamic Reranking Model for Dependency Parsing. | Hao Zhou, Yue Zhang, Shujian Huang, Junsheng Zhou, Xinyu Dai, Jiajun Chen |
| 2016 | CGO | Exploiting mixed SIMD parallelism by reducing data reorganization overhead. | Hao Zhou, Jingling Xue |
| 2016 | COLING | Context-aware Natural Language Generation for Spoken Dialogue Systems. | Hao Zhou, Minlie Huang, Xiaoyan Zhu |
| 2016 | ECCV | Less Is More: Towards Compact CNNs. | Hao Zhou, Jose M. Alvarez, Fatih Porikli |
| 2016 | ECCV | Evaluating Local Features for Day-Night Matching. | Hao Zhou, Torsten Sattler, David W. Jacobs |
| 2016 | FPL | Connect on the fly: Enhancing and prototyping of cycle-reconfigurable modules. | Hao Zhou, Xinyu Niu, Junqi Yuan, Lingli Wang, Wayne Luk |
| 2016 | ICNC | Sensitivity analysis for time domain response of transmission lines based on the precise integration method. | Xiaoke Chen, Jie Zeng, Hao Zhou, Jinquan Zhao, Xuemin Wang |
| 2016 | ICNC | Transient analysis of nonuniform transmission lines with composite Simpson's rule. | Jinquan Zhao, Lina Fan, Yan Gao, Hao Zhou, Xingxin Guo |
| 2016 | ICPP | RegTT: Accelerating Tree Traversals on GPUs by Exploiting Regularities. | Feng Zhang, Peng Di, Hao Zhou, Xiangke Liao, Jingling Xue |
| 2015 | ACL | A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing. | Hao Zhou, Yue Zhang, Shujian Huang, Jiajun Chen |
| 2015 | GLOBECOM | A Privacy Preserving Truthful Spectrum Auction Scheme Using Homomorphic Encryption. | Xiaoyan Wang, Yusheng Ji, Hao Zhou, Zhi Liu, Yu Gu, Jie Li |
| 2015 | GLOBECOM | Joint Spectrum Sharing and ABS Adaptation for Network Virtualization in Heterogeneous Cellular Networks. | Hao Zhou, Yusheng Ji, Xiaoyan Wang, Shigeki Yamada |
| 2015 | GLOBECOM | Content-Centric Multicast Beamforming in Cache-Enabled Cloud Radio Access Networks. | Hao Zhou, Meixia Tao, Erkai Chen, Wei Yu |
| 2015 | ICMV | Moving cast shadow resistant for foreground segmentation based on shadow properties analysis. | Hao Zhou, Yun Gao, Guo-Wu Yuan, Rongbin Ji |
| 2015 | INFOCOM | ADMM based algorithm for eICIC configuration in heterogeneous cellular networks. | Hao Zhou, Yusheng Ji, Xiaoyan Wang, Baohua Zhao |
| 2013 | FPGA | FPGA bitstream compression and decompression using LZ and golomb coding (abstract only). | Jinsong Mao, Hao Zhou, Haijiang Ye, Jinmei Lai |
| 2012 | CVPR | Learning image-specific parameters for interactive segmentation. | Zhanghui Kuang, Dirk Schnieders, Hao Zhou, Kwan-Yee Kenneth Wong, Yizhou Yu, Bo Peng |
| 2012 | CVPR | Markov Weight Fields for face sketch synthesis. | Hao Zhou, Zhanghui Kuang, Kwan-Yee Kenneth Wong |
| 2012 | GLOBECOM | A resource allocation algorithm for SVC multicast over wireless relay networks based on Cascaded Coverage Problem. | Hao Zhou, Yusheng Ji, Yu Gu, Baohua Zhao |
| 2012 | IWCMC | Light-weight feedback based SVC multicast in multi-carrier wireless data systems. | Hao Zhou, Yu Gu, Yusheng Ji, Baohua Zhao |
| 2011 | GLOBECOM | Error-Resilient Video Multicast with Layered Hybrid FEC/ARQ over Broadband Wireless Networks. | Junfeng Jin, Yusheng Ji, Baohua Zhao, Hao Zhou, Zhi Liu |
| 2011 | ICIG | Accurate Foreground Segmentation without Pre-learning. | Zhanghui Kuang, Hao Zhou, Kwan-Yee Kenneth Wong |
| 2008 | CISS | CFO estimation in OFDM systems and effects of nonlinear power amplifiers. | Amaresh V. Malipatil, Hao Zhou, Yih-Fang Huang |
| 2007 | APSCC | Secure Location Verification Using Hop-Distance Relationship in Wireless Sensor Networks. | Yongsheng Liu, Hao Zhou, Baohua Zhao |
| 2007 | CIS | The Study of Compost Quality Evaluation Modeling Method Based on Wavelet Neural Network for Sewage Treatment. | Jingwen Tian, Meijuan Gao, Yanxia Liu, Hao Zhou |
| 2006 | ISDA | The Intelligent Control System of Flocculation Process of Sewage Treatment Based on Wavelet Neural Networks. | Jingwen Tian, Meijuan Gao, Hao Zhou, Jin Li |
| 2005 | IGARSS | Blind decomposition of mixed pixels using constrained non-negative matrix factorization. | Bin Wang, Hao Zhou, Liming Zhang |
| 2005 | ISCAS | Fine timing synchronization using power delay profile for OFDM systems. | Hao Zhou, Yih-Fang Huang |
| 2005 | ISIT | Manufacturing training symbols from future bits. | Hao Zhou, Oliver M. Collins |
| 2005 | ISNN | A New Scheme for Blind Decomposition of Mixed Pixels Based on Non-negative Matrix Factorization. | Hao Zhou, Bin Wang, Liming Zhang |
| 2004 | ISNN | A New Scheme for Detection and Classification of Subpixel Spectral Signatures in Multispectral Data. | Hao Zhou, Bin Wang, Liming Zhang |