| 2026 | AAAI | Towards Effective Code-Integrated Reasoning. | Fei Bai, Yingqian Min, Beichen Zhang, Zhipeng Chen, Xin Zhao, Lei Fang, Zheng Liu, Zhongyuan Wang, Hongteng Xu |
| 2026 | AAAI | Guiding Point Cloud Denoising with Learned Structural Priors. | Chuchen Guo, Zheng Liu, Ying He |
| 2026 | AAAI | MoEGaze: A Mixture of Experts Approach for Generalizable Gaze Estimation. | Zheng Liu, Feng Lu |
| 2026 | AAAI | RetroLM: Retrieval-Augmented KVs for Long-Context Processing. | Kun Luo, Zheng Liu, Shitao Xiao, Jiabei Chen, Hongjin Qian, Peitian Zhang, Shanshan Jiang, Bin Dong, Jun Zhao, Kang Liu |
| 2026 | ACL | ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval. | Jianlyu Chen, Junwei Lan, Chaofan Li, Defu Lian, Zheng Liu |
| 2026 | ACL | Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs. | Yu Li, Xiaoran Shang, Qizhi Pei, Yun Zhu, Xin Gao, Honglin Lin, Zhanping Zhong, Zhuoshi Pan, Zheng Liu, Xiaoyang Wang, Conghui He, Dahua Lin, Feng Zhao, Lijun Wu |
| 2026 | ACL | Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token's Nature. | Zheng Liu, Mengjie Liu, Siwei Wen, Mengzhang Cai, Bin Cui, Conghui He, Wentao Zhang |
| 2026 | ACL | ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch. | Zheng Liu, Honglin Lin, Xiaoyang Wang, Xin Gao, Yu Li, Mengzhang Cai, Yun Zhu, Zhanping Zhong, Qizhi Pei, Zhuoshi Pan, Xiaoran Shang, Conghui He, Bin Cui, Wentao Zhang, Lijun Wu |
| 2026 | ACL | Reinforcing Agentic Search Via Reward Density Optimization. | Kun Luo, Hongjin Qian, Zheng Liu, Ziyi Xia, Shitao Xiao, Zhao Cao, Siqi Bao, Jun Zhao, Kang Liu |
| 2026 | ACL | MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing. | Junbo Niu, Zheng Liu, Zhuangcheng Gu, Bin Wang, Linke Ouyang, Zhiyuan Zhao, Tao Chu, Tianyao He, Fan Wu, Qintong Zhang, Zhenjiang Jin, Guang Liang, Rui Zhang, Wenzheng Zhang, Yuan Qu, Zhifei Ren, Yuefeng Sun, Zirui Tang, Boyu Niu, Yuanhong Zheng, Dongsheng Ma, Ziyang Miao, Hejun Dong, Siyi Qian, Junyuan Zhang, Fangdong Wang, Jingzhou Chen, Xiaomeng Zhao, Liqun Wei, Wei Li, Shasha Wang, Ruiliang Xu, Yuanyuan Cao, Lu Chen, Qianqian Wu, Huaiyu Gu, Lindong Lu, Dechen Lin, Shenguanlin, Xuanhe Zhou, Linfeng Zhang, Yuhang Zang, Xiaoyi Dong, Jiaqi Wang, Bo Zhang, Lei Bai, Pei Chu, Weijia Li, Jiang Wu, Lijun Wu, Zhenxiang Li, Guangyu Wang, Zhongying Tu, Chao Xu, Kai Chen, Bowen Zhou, Dahua Lin, Wentao Zhang, Conghui He |
| 2026 | ACL | AWARE: Agentic Knowledge Warehousing for Contextual Intelligence. | Hongjin Qian, Siqi Bao, Zhao Cao, Zheng Liu |
| 2026 | ACL | MemoBrain: Executive Memory as an Agentic Brain for Reasoning. | Hongjin Qian, Zhao Cao, Zheng Liu |
| 2026 | ACL | C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts. | Chenxi Qing, Junxi Wu, Zheng Liu, Yixiang Qiu, Hongyao Yu, Bin Chen, Hao Wu, Shu-Tao Xia |
| 2026 | ACL | EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models. | Xingrun Xing, Zheng Liu, Shitao Xiao, Boyan Gao, Yiming Liang, Haokun Lin, Xianlin Zeng, Guoqi Li, Jiajun Zhang |
| 2026 | ACL | PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers. | Lei Xiong, Huaying Yuan, Zheng Liu, Zhao Cao, Zhicheng Dou |
| 2026 | ACL | Let Retrievers Think Before Action: Thought-Augmented Embedding for Dense Retrieval. | Ruiran Yan, Wen Xiong, Ze Liu, Chaozhuo Li, Hao Liao, Defu Lian, Zheng Liu |
| 2026 | ACL | AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse. | Zhang Zhang, Shuqi Lu, Hongjin Qian, Di He, Zheng Liu |
| 2026 | ASPLOS | Nebula: Infinite-Scale 3D Gaussian Splatting in VR via Collaborative Rendering and Accelerated Stereo Rasterization. | He Zhu, Zheng Liu, Xingyang Li, Anbang Wu, Jieru Zhao, Fangxin Liu, Yiming Gan, Jingwen Leng, Yu Feng |
| 2026 | EuroSys | LightDSA: Enabling Efficient DSA Through Hardware-Aware Transparent Optimization. | Yuansen Wang, Teng Ma, Yuanhui Luo, Dongbiao He, Zheng Liu, Yunpeng Chai |
| 2026 | ICDE | SHMemora: Protective Key-Value Store on Distributed Shared Memory. | Jiajun Luo, Siyu Lin, Yunpeng Xu, Shengwei Liu, Jin Xia, Dong Liu, Zheng Liu, Huanchen Zhang, Teng Ma, Shuwen Deng |
| 2026 | NDSS | PrivORL: Differentially Private Synthetic Dataset for Offline Reinforcement Learning. | Chen Gong, Zheng Liu, Kecen Li, Tianhao Wang |
| 2026 | NDSS | PrivCode: When Code Generation Meets Differential Privacy. | Zheng Liu, Chen Gong, Terry Yue Zhuo, Kecen Li, Weichen Yu, Matt Fredrikson, Tianhao Wang |
| 2025 | AAAI | You Should Learn to Stop Denoising on Point Clouds in Advance. | Chuchen Guo, Weijie Zhou, Zheng Liu, Ying He |
| 2025 | AAAI | Noisy Label Calibration for Multi-View Classification. | Shilin Xu, Yuan Sun, Xingfeng Li, Siyuan Duan, Zhenwen Ren, Zheng Liu, Dezhong Peng |
| 2025 | AAAI | MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning. | Liwen Zheng, Chaozhuo Li, Litian Zhang, Haoran Jia, Senzhang Wang, Zheng Liu, Xi Zhang |
| 2025 | ACL | MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval. | Junjie Zhou, Yongping Xiong, Zheng Liu, Ze Liu, Shitao Xiao, Yueze Wang, Bo Zhao, Chen Jason Zhang, Defu Lian |
| 2025 | ACL | AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark. | Jianlyu Chen, Nan Wang, Chaofan Li, Bo Wang, Shitao Xiao, Han Xiao, Hao Liao, Defu Lian, Zheng Liu |
| 2025 | ACL | Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval. | Chaofan Li, Jianlyu Chen, Yingxia Shao, Chaozhuo Li, Quanqing Xu, Defu Lian, Zheng Liu |
| 2025 | ACL | Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval. | Zheng Liu, Ze Liu, Zhengyang Liang, Junjie Zhou, Shitao Xiao, Chao Gao, Chen Jason Zhang, Defu Lian |
| 2025 | ACL | Boosting Long-Context Information Seeking via Query-Guided Activation Refilling. | Hongjin Qian, Zheng Liu, Peitian Zhang, Zhicheng Dou, Defu Lian |
| 2025 | ASPLOS | StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination. | Yu Feng, Zheng Liu, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Zhezhi He, Jieru Zhao, Yuhao Zhu |
| 2025 | CGI | A Novel Registration Framework For Large-Scale Point Clouds via Geometric Salience Computation. | Saishang Zhong, Menglian Luo, Xi Lan, Min Li, Xinrong Hu, Zheng Liu |
| 2025 | COLING | How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA. | Yujia Zhou, Zheng Liu, Zhicheng Dou |
| 2025 | COLING | FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation. | Huaying Yuan, Ziliang Zhao, Shuting Wang, Shitao Xiao, Minheng Ni, Zheng Liu, Zhicheng Dou |
| 2025 | CVPR | MLVU: Benchmarking Multi-task Long Video Understanding. | Junjie Zhou, Yan Shu, Bo Zhao, Boya Wu, Zhengyang Liang, Shitao Xiao, Minghao Qin, Xi Yang, Yongping Xiong, Bo Zhang, Tiejun Huang, Zheng Liu |
| 2025 | CVPR | Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval. | Siyuan Duan, Yuan Sun, Dezhong Peng, Zheng Liu, Xiaomin Song, Peng Hu |
| 2025 | CVPR | Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly. | Yexin Liu, Zhengyang Liang, Yueze Wang, Xianfeng Wu, Feilong Tang, Muyang He, Jian Li, Zheng Liu, Harry Yang, Sernam Lim, Bo Zhao |
| 2025 | CVPR | Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding. | Yan Shu, Zheng Liu, Peitian Zhang, Minghao Qin, Junjie Zhou, Zhengyang Liang, Tiejun Huang, Bo Zhao |
| 2025 | CVPR | OmniGen: Unified Image Generation. | Shitao Xiao, Yueze Wang, Junjie Zhou, Huaying Yuan, Xingrun Xing, Ruiran Yan, Chaofan Li, Shuting Wang, Tiejun Huang, Zheng Liu |
| 2025 | DAC | CXL-INTERPLAY: Unraveling and Characterizing CXL Interference in Modern Computer Systems. | Shunyu Mao, Jiajun Luo, Yixin Li, Jiapeng Zhou, Weidong Zhang, Zheng Liu, Teng Ma, Shuwen Deng |
| 2025 | ECAI | PMR: Physical Model-Driven Multi-Stage Restoration of Turbulent Dynamic Videos. | Tao Wu, Jingyuan Ye, Cheng Zhou, Wenlong Chen, Zheng Liu, Huiming Zheng, Wei Liu, Ying Fu |
| 2025 | EMNLP | SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes. | Iva Bojic, Qi Chwen Ong, Stephanie Hilary Xinyi Ma, Lin Ai, Zheng Liu, Ziwei Gong, Julia Hirschberg, Andy Hau Yan Ho, Andy W. H. Khong |
| 2025 | EMNLP | AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels. | Lei Li, Xiangxu Zhang, Xiao Zhou, Zheng Liu |
| 2025 | EMNLP | TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages. | Jiu Sha, Yu Weng, Mengxiao Zhu, Chong Feng, Zheng Liu, Jialedongzhu |
| 2025 | EMNLP | SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis. | Shuang Sun, Huatong Song, Yuhao Wang, Ruiyang Ren, Jinhao Jiang, Junjie Zhang, Fei Bai, Jia Deng, Xin Zhao, Zheng Liu, Lei Fang, Zhongyuan Wang, Ji-Rong Wen |
| 2025 | EMNLP | MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds. | Junxi Wu, Jinpeng Wang, Zheng Liu, Bin Chen, Dongjian Hu, Hao Wu, Shu-Tao Xia |
| 2025 | EMNLP | Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization. | Yutao Zhu, Jiajie Jin, Hongjin Qian, Zheng Liu, Zhicheng Dou, Ji-Rong Wen |
| 2025 | GLOBECOM | Model-Resource Co-Optimization for Collaborative Inference in VEC-Enabled Autonomous Driving. | Ye Qiu, Zheng Liu, Danesh Abdollahi, Huaqing Wu |
| 2025 | ICASSP | Towards Maximizing Semantic Coverage for Image-Text Retrieval. | Junhao Xu, Zheng Liu, Zhumin Chen, Fei Shen |
| 2025 | ICCV | Learning to See in the Extremely Dark. | Hai Jiang, Binhao Guan, Zhen Liu, Xiaohong Liu, Jian Yu, Zheng Liu, Songchen Han, Shuaicheng Liu |
| 2025 | ICCV | STI-Bench: Are MLLMs Ready for Precise Spatial-Temporal World Understanding? | Yun Li, Yiming Zhang, Tao Lin, XiangRui Liu, Wenxiao Cai, Zheng Liu, Bo Zhao |
| 2025 | ICCV | MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers. | Yang Tian, Zheng Lu, Mingqi Gao, Zheng Liu, Bo Zhao |
| 2025 | ICLR | Making Text Embedders Few-Shot Learners. | Chaofan Li, Minghao Qin, Shitao Xiao, Jianlyu Chen, Kun Luo, Defu Lian, Yingxia Shao, Zheng Liu |
| 2025 | ICLR | SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking. | Xingrun Xing, Boyan Gao, Zheng Liu, David A. Clifton, Shitao Xiao, Wanpeng Zhang, Li Du, Zheng Zhang, Guoqi Li, Jiajun Zhang |
| 2025 | ICLR | Long Context Compression with Activation Beacon. | Peitian Zhang, Zheng Liu, Shitao Xiao, Ninglu Shao, Qiwei Ye, Zhicheng Dou |
| 2025 | ICML | Enhancing Spectral GNNs: From Topology and Perturbation Perspectives. | Taoyang Qin, Ke-Jia Chen, Zheng Liu |
| 2025 | IJCAI | Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling. | Rui Pu, Chaozhuo Li, Rui Ha, Zejian Chen, Litian Zhang, Zheng Liu, Lirong Qiu, Zaisheng Ye |
| 2025 | ICRA | LVBA: LiDAR-Visual Bundle Adjustment for RGB Point Cloud Mapping. | Rundong Li, Xiyuan Liu, Haotian Li, Zheng Liu, Jiarong Lin, Yixi Cai, Fu Zhang |
| 2025 | IJCNN | Complex-value Automatic Modulation Recognition via a Dual-channel Transformer. | Yurui Zhao, Shuya Cao, Xiang Wang, Ming Cheng, Zheng Liu |
| 2025 | ISCAS | AI-enabled RF-to-THz IC Design Space Discovery and Inverse Design Flow. | Kaushik Sengupta, Emir Ali Karahan, Jonathan Zhou, Zheng Liu |
| 2025 | KDD | Tackling the Length Barrier: Dynamic Context Browsing for Knowledge-Intensive Task. | Hongjin Qian, Zheng Liu, Peitian Zhang, Kelong Mao, Yujia Zhou, Xu Chen, Zhicheng Dou |
| 2025 | QRS | GA-FusionNet: Global adaptive fusion network for RGBT tracking. | Jiafeng Lv, Ruiqi Luo, Huanxi Chen, Shuting Miao, Zheng Liu |
| 2025 | VTC | Joint Early Exit and Structured Pruning for Automatic Modulation Classification in Vehicular Networks. | Zheng Liu, Hatem Abou-Zeid, Huaqing Wu |
| 2025 | WWW | Fitting Into Any Shape: A Flexible LLM-Based Re-Ranker With Configurable Depth and Width. | Zheng Liu, Chaofan Li, Shitao Xiao, Chaozhuo Li, Chen Jason Zhang, Hao Liao, Defu Lian, Yingxia Shao |
| 2025 | WWW | MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation. | Hongjin Qian, Zheng Liu, Peitian Zhang, Kelong Mao, Defu Lian, Zhicheng Dou, Tiejun Huang |
| 2025 | SP | TSQP: Safeguarding Real-Time Inference for Quantization Neural Networks on Edge Devices. | Yu Sun, Gaojian Xiong, Jianhua Liu, Zheng Liu, Jian Cui |
| 2025 | WSDM | Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation. | Chenyuan Wu, Ninglu Shao, Zheng Liu, Shitao Xiao, Chaozhuo Li, Chen Zhang, Senzhang Wang, Defu Lian |
| 2025 | USENIX | DSA-2LM: A CPU-Free Tiered Memory Architecture with Intel DSA. | Ruili Liu, Teng Ma, Mingxing Zhang, Jialiang Huang, Yingdi Shan, Zheng Liu, Lingfeng Xiang, Zhen Lin, Hui Lu, Jia Rao, Kang Chen, Yongwei Wu |
| 2024 | ACL | INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning. | Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zheng Liu, Ji-Rong Wen, Zhicheng Dou |
| 2024 | ACL | M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation. | Jianlyu Chen, Shitao Xiao, Peitian Zhang, Kun Luo, Defu Lian, Zheng Liu |
| 2024 | ACL | Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval. | Chaofan Li, Zheng Liu, Shitao Xiao, Yingxia Shao, Defu Lian |
| 2024 | ACL | Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models. | Kun Luo, Zheng Liu, Shitao Xiao, Tong Zhou, Yubo Chen, Jun Zhao, Kang Liu |
| 2024 | ACL | Grounding Language Model with Chunking-Free In-Context Retrieval. | Hongjin Qian, Zheng Liu, Kelong Mao, Yujia Zhou, Zhicheng Dou |
| 2024 | ACL | LM-Cocktail: Resilient Tuning of Language Models via Model Merging. | Shitao Xiao, Zheng Liu, Peitian Zhang, Xingrun Xing |
| 2024 | ACL | A Multi-Task Embedder For Retrieval Augmented LLMs. | Peitian Zhang, Zheng Liu, Shitao Xiao, Zhicheng Dou, Jian-Yun Nie |
| 2024 | ACL | VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval. | Junjie Zhou, Zheng Liu, Shitao Xiao, Bo Zhao, Yongping Xiong |
| 2024 | CoDIT | Research on Electronic Map Registration Method Based on Minimum Offset of Corner Points. | Xiaofan Wang, Junjie Zhu, Jie Yao, Zheng Liu, Dongming Sun |
| 2024 | CSCWD | Sparse Representation GRU-AutoEncoder for Battery Fault Detection of Electric Vehicles. | Jun Peng, Wei Yuan, Yongjie Liu, Zheng Liu, Heng Li |
| 2024 | DCC | A Diffusion Model Based Quality Enhancement Method for HEVC Compressed Video. | Zheng Liu, Honggang Qi |
| 2024 | ECCV | Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects. | Zicong Fan, Takehiko Ohkawa, Linlin Yang, Nie Lin, Zhishan Zhou, Shihao Zhou, Jiajun Liang, Zhong Gao, Xuanyang Zhang, Xue Zhang, Fei Li, Zheng Liu, Feng Lu, Karim Abou Zeid, Bastian Leibe, Jeongwan On, Seungryul Baek, Aditya Prakash, Saurabh Gupta, Kun He, Yoichi Sato, Otmar Hilliges, Hyung Jin Chang, Angela Yao |
| 2024 | EMNLP | Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization. | Shitong Duan, Xiaoyuan Yi, Peng Zhang, Yan Liu, Zheng Liu, Tun Lu, Xing Xie, Ning Gu |
| 2024 | EMNLP | Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment. | Kun Luo, Minghao Qin, Zheng Liu, Shitao Xiao, Jun Zhao, Kang Liu |
| 2024 | EMNLP | RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment. | Kelong Mao, Zheng Liu, Hongjin Qian, Fengran Mo, Chenlong Deng, Zhicheng Dou |
| 2024 | EMNLP | ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval. | Kelong Mao, Chenlong Deng, Haonan Chen, Fengran Mo, Zheng Liu, Tetsuya Sakai, Zhicheng Dou |
| 2024 | FPGA | AutoHammer: Breaking the Compilation Wall Between Deep Neural Network and Overlay-based FPGA Accelerator. | Kai Qian, Zheng Liu, Yinqiu Liu, Haodong Lu, Zexu Zhang, Ruiqiu Chen, Kun Wang |
| 2024 | GLOBECOM | User Satisfaction-Oriented Video Streaming in Satellite Terrestrial Integrated Networks. | Zheng Liu, Huaqing Wu |
| 2024 | ICA3PP | Enhancing Text-Image Person Re-identification via Intra-Class Relevance Learning. | Wenbin He, Yutong Gao, Wenjian Liu, Chaomurilige, Zheng Liu, Ao Guo |
| 2024 | ICA3PP | Multimodal Summarization with Modality-Aware Fusion and Summarization Ranking. | Xuming Ye, Chaomurilige, Zheng Liu, Haoyu Luo, Jun Dong, Yingzhe Luo |
| 2024 | BSN | Sensor Fusion for Non-Intrusive Adaptive Distancing of Visually Impaired Users. | Zheng Liu, Xueyicheng Xu, Maxwell Mamishev, Alexander V. Mamishev |
| 2024 | ICPR | Facet-Aware Multimodal Summarization via Cross-Modal Alignment. | Yu Weng, Xuming Ye, Tianjiao Xing, Zheng Liu, Chaomurilige, Xuan Liu |
| 2024 | INDIN | Distributed Predictive Maintenance through Edge Computing. | Rakiba Rayhana, Hongguang Yun, Teng Wang, Johnson Chen, Yanshuo Fan, Zheng Liu, Wendy Gao |
| 2024 | ICWS | Length Controllable Model for Images and Texts Summarization. | Yu Weng, Xiangyu Qu, Xuan Liu, Xuming Ye, Zheng Liu, Guixian Xu |
| 2024 | IECON | Digital Twin for Industrial Asset Management: A Case Study for Pipeline Maintenance. | Ling Bai, Rakiba Rayhana, Jiatong Ling, Teng Wang, Zheng Liu, Andreas Schnabel, Chunsheng Yang, Min Liao |
| 2024 | Mobisys | Poster: Martingale-based Virtual Cluster Placement for Guaranteeing End-to-end Delay Bound Reliability in Edge-cloud Enhancement Environment. | Xuan Liu, Chenyan Wang, Xiangyu Qu, Chang Xu, Zheng Liu, Chaomurilige |
| 2024 | WWW | Metacognitive Retrieval-Augmented Large Language Models. | Yujia Zhou, Zheng Liu, Jiajie Jin, Jian-Yun Nie, Zhicheng Dou |
| 2024 | WWW | MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels. | Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang |
| 2024 | WWW | Information Retrieval Meets Large Language Models. | Zheng Liu, Yujia Zhou, Yutao Zhu, Jianxun Lian, Chaozhuo Li, Zhicheng Dou, Defu Lian, Jian-Yun Nie |
| 2024 | SIGIR | C-Pack: Packed Resources For General Chinese Embeddings. | Shitao Xiao, Zheng Liu, Peitian Zhang, Niklas Muennighoff, Defu Lian, Jian-Yun Nie |
| 2024 | SIGIR | Generative Retrieval via Term Set Generation. | Peitian Zhang, Zheng Liu, Yujia Zhou, Zhicheng Dou, Fangchao Liu, Zhao Cao |
| 2024 | VCIP | Deviation Control for Learned Image Compression. | Yuqi Li, Haotian Zhang, Xiaomin Song, Zheng Liu, Huiming Zheng, Li Li, Dong Liu |
| 2024 | VCIP | Frame Level Content Adaptive λ for Neural Video Compression. | Zhirui Zuo, Junqi Liao, Xiaomin Song, Zheng Liu, Huiming Zheng, Dong Liu |
| 2024 | USENIX | Diagnosing Application-network Anomalies for Millions of IPs in Production Clouds. | Zhe Wang, Huanwu Hu, Linghe Kong, Xinlei Kang, Qiao Xiang, Jingxuan Li, Yang Lu, Zhuo Song, Peihao Yang, Jiejian Wu, Yong Yang, Tao Ma, Zheng Liu, Xianlong Zeng, Dennis Cai, Guihai Chen |
| 2024 | USENIX | HydraRPC: RPC in the CXL Era. | Teng Ma, Zheng Liu, Chengkun Wei, Jialiang Huang, Youwei Zhuo, Haoyu Li, Ning Zhang, Yijin Guan, Dimin Niu, Mingxing Zhang, Tao Ma |
| 2024 | SOSP | TrEnv: Transparently Share Serverless Execution Environments Across Different Functions and Nodes. | Jialiang Huang, Mingxing Zhang, Teng Ma, Zheng Liu, Sixing Lin, Kang Chen, Jinlei Jiang, Xia Liao, Yingdi Shan, Ning Zhang, Mengting Lu, Tao Ma, Haifeng Gong, YongWei Wu |
| 2023 | AAAI | Lightweight Transformer for Multi-Modal Object Detection (Student Abstract). | Yue Cao, Yanshuo Fan, Junchi Bin, Zheng Liu |
| 2023 | ACL | RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models. | Zheng Liu, Shitao Xiao, Yingxia Shao, Zhao Cao |
| 2023 | COMPSAC | Classifying Packages for Building Linux Distributions. | Qi Jing, Lian Yu, Lei Zhang, Jie Meng, Zheng Liu, Haolin Xue |
| 2023 | CVPR | Multimodal Object Detection by Channel Switching and Spatial Attention. | Yue Cao, Junchi Bin, Jozsef Hamari, Erik Blasch, Zheng Liu |
| 2023 | CVPR | Document Image Shadow Removal Guided by Color-Aware Background. | Ling Zhang, Yinghao He, Qing Zhang, Zheng Liu, Xiaolong Zhang, Chunxia Xiao |
| 2023 | DASFAA | Towards Efficient and Effective Transformers for Sequential Recommendation. | Wenqi Sun, Zheng Liu, Xinyan Fan, Ji-Rong Wen, Wayne Xin Zhao |
| 2023 | EMNLP | A Self-training Framework for Automated Medical Report Generation. | Siyuan Wang, Zheng Liu, Bo Peng |
| 2023 | EMNLP | Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval. | Junhan Yang, Zheng Liu, Chaozhuo Li, Guangzhong Sun, Xing Xie |
| 2023 | EMNLP | Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval. | Peitian Zhang, Zheng Liu, Shitao Xiao, Zhicheng Dou, Jing Yao |
| 2023 | ICDM | A Counterfactual Fair Model for Longitudinal Electronic Health Records via Deconfounder. | Zheng Liu, Xiaohan Li, Philip S. Yu |
| 2023 | ICONIP | M | Yuxing Tian, Jiachi Luo, Zheng Liu, Song Li, Yanwen Qu |
| 2023 | INFOCOM | LigBee: Symbol-Level Cross-Technology Communication from LoRa to ZigBee. | Zhe Wang, Linghe Kong, Longfei Shangguan, Liang He, Kangjie Xu, Yifeng Cao, Hui Yu, Qiao Xiang, Jiadi Yu, Teng Ma, Zhuo Song, Zheng Liu, Guihai Chen |
| 2023 | ISSTA | KeenTune: Automated Tuning Tool for Cloud Application Performance Testing and Optimization. | Qinglong Wang, Runzhe Wang, Yuxi Hu, Xiaohai Shi, Zheng Liu, Tao Ma, Houbing Song, Heyuan Shi |
| 2023 | WCNC | Twin-chain PBFT consensus for blockchain-based Non-Terrestrial Networks. | Zheng Liu, Xuefei Zhang, Xiaofeng Tao |
| 2023 | WWW | Cooperative Retriever and Ranker in Deep Recommenders. | Xu Huang, Defu Lian, Jin Chen, Zheng Liu, Xing Xie, Enhong Chen |
| 2023 | SIGIR | RecStudio: Towards a Highly-Modularized Recommender System. | Defu Lian, Xu Huang, Xiaolong Chen, Jin Chen, Xingmei Wang, Yankai Wang, Haoran Jin, Rui Fan, Zheng Liu, Le Wu, Enhong Chen |
| 2023 | SIGIR | Constructing Tree-based Index for Efficient and Effective Dense Retrieval. | Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, Zhao Cao |
| 2023 | SIGIR | LibVQ: A Toolkit for Optimizing Vector Quantization and Efficient Neural Retrieval. | Chaofan Li, Zheng Liu, Shitao Xiao, Yingxia Shao, Defu Lian, Zhao Cao |
| 2023 | SIGIR | Calibration Learning for Few-shot Novel Product Description. | Zheng Liu, Mingjing Wu, Bo Peng, Yichao Liu, Qi Peng, Chong Zou |
| 2023 | SOSP | Partial Failure Resilient Memory Management System for (CXL-based) Distributed Shared Memory. | Mingxing Zhang, Teng Ma, Jinqi Hua, Zheng Liu, Kang Chen, Ning Ding, Fan Du, Jinlei Jiang, Tao Ma, Yongwei Wu |
| 2022 | AAAI | A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract). | Junchi Bin, Choudhury A. Rahman, Shane Rogers, Shan Du, Zheng Liu |
| 2022 | AAAI | Anisotropic Additive Quantization for Fast Inner Product Search. | Jin Zhang, Qi Liu, Defu Lian, Zheng Liu, Le Wu, Enhong Chen |
| 2022 | COLING | Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding. | Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu |
| 2022 | CSCWD | Transfer Learning-enabled Modelling Framework for Digital Twin. | Chunsheng Yang, Yifeng Li, Yubin Yang, Zheng Liu, Min Liao |
| 2022 | DASC | Research on the method of active acoustic self guided torpedo parallel heading firing based on favorable advance angle. | Yongxin Liu, Zheng Liu, Sihong Wu, Taile Chen |
| 2022 | DASC | Underwater Path Planning of UUV Based on UDWA. | Zheng Liu, Yongxin Liu, Sihong Wu, Taile Chen |
| 2022 | DCC | A Low-complexity Neural Network for Compressed Video Post-processing in HEVC. | Zheng Liu, Honggang Qi, Yu Han, Guoqin Cui, Yundong Zhang |
| 2022 | ECIR | WANDS: Dataset for Product Search Relevance Assessment. | Yan Chen, Shujian Liu, Zheng Liu, Weiyi Sun, Linas Baltrunas, Benjamin Schroeder |
| 2022 | EMNLP | RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder. | Shitao Xiao, Zheng Liu, Yingxia Shao, Zhao Cao |
| 2022 | ICANN | Discriminative and Robust Analysis Dictionary Learning for Pattern Classification. | Kun Jiang, Lei Zhu, Zheng Liu |
| 2022 | KDD | Training Large-Scale News Recommenders with Pretrained Language Models in the Loop. | Shitao Xiao, Zheng Liu, Yingxia Shao, Tao Di, Bhuvan Middha, Fangzhao Wu, Xing Xie |
| 2022 | KDD | Uni-Retriever: Towards Learning the Unified Embedding Based Retriever in Bing Sponsored Search. | Jianjin Zhang, Zheng Liu, Weihao Han, Shitao Xiao, Ruicheng Zheng, Yingxia Shao, Hao Sun, Hanqing Zhu, Premkumar Srinivasan, Weiwei Deng, Qi Zhang, Xing Xie |
| 2022 | WWW | MINDSim: User Simulator for News Recommenders. | Xufang Luo, Zheng Liu, Shitao Xiao, Xing Xie, Dongsheng Li |
| 2022 | WWW | Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval. | Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Yingxia Shao, Defu Lian, Chaozhuo Li, Hao Sun, Denvy Deng, Liangjie Zhang, Qi Zhang, Xing Xie |
| 2022 | SIGIR | Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation. | Xinyan Fan, Jianxun Lian, Wayne Xin Zhao, Zheng Liu, Chaozhuo Li, Xing Xie |
| 2022 | SIGIR | Forest-based Deep Recommender. | Chao Feng, Defu Lian, Zheng Liu, Xing Xie, Le Wu, Enhong Chen |
| 2022 | SIGIR | Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings. | Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Defu Lian, Yeyun Gong, Qi Chen, Fan Yang, Hao Sun, Yingxia Shao, Xing Xie |
| 2021 | APWEB | Loss Attenuation for Time Series Prediction Respecting Categories of Values. | Jialing Zhang, Zheng Liu, Yanwen Qu, Yun Li |
| 2021 | DCC | Video Enhancement Network Based on Max-Pooling and Hierarchical Feature Fusion. | Zheng Liu, Yu Han, Honggang Qi, Jinwen Zan, Qixiang Ye, Guoqin Cui, Yundong Zhang |
| 2021 | EMNLP | Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search. | Shuxian Bi, Chaozhuo Li, Xiao Han, Zheng Liu, Xing Xie, Haizhen Huang, Zengxuan Wen |
| 2021 | EMNLP | Matching-oriented Embedding Quantization For Ad-hoc Retrieval. | Shitao Xiao, Zheng Liu, Yingxia Shao, Defu Lian, Xing Xie |
| 2021 | HPCC | The Digital Twin Model of Chemical Production Systems in Smart Factories: A Case Study. | Heng Li, Zheng Liu, Wei Yuan, Guiheng Chen, Xiaolong Chen, Yingze Yang, Jun Peng |
| 2021 | IWCMC | Spectrum sensing based on deep convolutional generative adversarial networks. | Zheng Liu, Xiaojun Jing, Ronghui Zhang, Junsheng Mu |
| 2021 | KDD | Reinforced Anchor Knowledge Graph Generation for News Recommendation Reasoning. | Danyang Liu, Jianxun Lian, Zheng Liu, Xiting Wang, Guangzhong Sun, Xing Xie |
| 2021 | SIGIR | Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation. | Xinyan Fan, Zheng Liu, Jianxun Lian, Wayne Xin Zhao, Xing Xie, Ji-Rong Wen |
| 2021 | SIGIR | AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search. | Chaozhuo Li, Bochen Pang, Yuming Liu, Hao Sun, Zheng Liu, Xing Xie, Tianqi Yang, Yanling Cui, Liangjie Zhang, Qi Zhang |
| 2021 | SIGIR | Medical Triage Chatbot Diagnosis Improvement via Multi-relational Hyperbolic Graph Neural Network. | Zheng Liu, Xiaohan Li, Zeyu You, Tao Yang, Wei Fan, Philip S. Yu |
| 2021 | SIGMOD | Structural Generalizability: The Case of Similarity Search. | Yodsawalai Chodpathumwan, Arash Termehchy, Stephen A. Ramsey, Aayam Shrestha, Amy Glen, Zheng Liu |
| 2020 | ACCV | Adaptive Spatio-Temporal Regularized Correlation Filters for UAV-Based Tracking. | Libin Xu, Qilei Li, Jun Jiang, Guofeng Zou, Zheng Liu, Mingliang Gao |
| 2020 | ACL | Fine-grained Interest Matching for Neural News Recommendation. | Heyuan Wang, Fangzhao Wu, Zheng Liu, Xing Xie |
| 2020 | CLUSTER | Estimating Power Consumption of Containers and Virtual Machines in Data Centers. | Xusheng Zhang, Ziyu Shen, Bin Xia, Zheng Liu, Yun Li |
| 2020 | ECCV | All at Once: Temporally Adaptive Multi-frame Interpolation with Advanced Motion Modeling. | Zhixiang Chi, Rasoul Mohammadi Nasiri, Zheng Liu, Juwei Lu, Jin Tang, Konstantinos N. Plataniotis |
| 2020 | FUSION | Multi-modal Video Fusion for Context-aided Tracking. | Erik Philip Blasch, Yufeng Zheng, Shuo Liu, Zheng Liu |
| 2020 | ICDM | Dynamic Graph Collaborative Filtering. | Xiaohan Li, Mengqi Zhang, Shu Wu, Zheng Liu, Liang Wang, Philip S. Yu |
| 2020 | ICONIP | DPAST-RNN: A Dual-Phase Attention-Based Recurrent Neural Network Using Spatiotemporal LSTMs for Time Series Prediction. | Shajia Shan, Ziyu Shen, Bin Xia, Zheng Liu, Yun Li |
| 2020 | ICPR | What nodes vote to? Graph classification without readout phase. | Yuxing Tian, Zheng Liu, Weiding Liu, Zeyu Zhang, Yanwen Qu |
| 2020 | IJCNN | Cross Message Passing Graph Neural Network. | Zeyu Zhang, Zheng Liu, Qiyun Zhou, Yanwen Qu |
| 2020 | WCNC | Non-intrusive leak monitoring system for pipeline within a closed space by wireless sensor network. | Fang Wang, Weiguo Lin, Zheng Liu, Liang Kong, Xianbo Qiu |
| 2020 | WWW | LightRec: A Memory and Search-Efficient Recommender System. | Defu Lian, Haoyu Wang, Zheng Liu, Jianxun Lian, Enhong Chen, Xing Xie |
| 2020 | SIGIR | Octopus: Comprehensive and Elastic User Representation for the Generation of Recommendation Candidates. | Zheng Liu, Jianxun Lian, Junhan Yang, Defu Lian, Xing Xie |
| 2020 | SIGIR | Leveraging Demonstrations for Reinforcement Recommendation Reasoning over Knowledge Graphs. | Kangzhi Zhao, Xiting Wang, Yuren Zhang, Li Zhao, Zheng Liu, Chunxiao Xing, Xing Xie |
| 2020 | SENSYS | Wi-fi see it all: generative adversarial network-augmented versatile wi-fi imaging. | Chenning Li, Zheng Liu, Yuguang Yao, Zhichao Cao, Mi Zhang, Yunhao Liu |
| 2020 | USENIX | Spool: Reliable Virtualized NVMe Storage Pool in Public Cloud Infrastructure. | Shuai Xue, Shang Zhao, Quan Chen, Gang Deng, Zheng Liu, Jie Zhang, Zhuo Song, Tao Ma, Yong Yang, Yanbo Zhou, Keqiang Niu, Sijie Sun, Minyi Guo |
| 2019 | ACL | Neural News Recommendation with Long- and Short-term User Representations. | Mingxiao An, Fangzhao Wu, Chuhan Wu, Kun Zhang, Zheng Liu, Xing Xie |
| 2019 | ACML | Multivariate Time Series Prediction Based on Optimized Temporal Convolutional Networks with Stacked Auto-encoders. | Yunxiao Wang, Zheng Liu, Di Hu, Mian Zhang |
| 2019 | CIS | Research on Cigarette Retail and Supervision Model Based on Two-Dimensional Code. | Dong Han, Peijiang Liu, Huijian Han, Zheng Liu, Rui Zhang |
| 2019 | CVPR | Feedback Network for Image Super-Resolution. | Zhen Li, Jinglei Yang, Zheng Liu, Xiaomin Yang, Gwanggil Jeon, Wei Wu |
| 2019 | ICCV | Vehicle Re-Identification With Viewpoint-Aware Metric Learning. | Ruihang Chu, Yifan Sun, Yadong Li, Zheng Liu, Chi Zhang, Yichen Wei |
| 2019 | ICONIP | PPGCN: A Message Selection Based Approach for Graph Classification. | Xinyang Liu, Zheng Liu, Yanwen Qu |
| 2019 | IGARSS | Focusing Improvement for Ground Moving Target in High-Squint Synthetic Aperture Radar Imagery. | Lei Ran, Zheng Liu, Rong Xie, Jibin Zheng, Hui Ma, Hongwei Liu |
| 2019 | IJCAI | Hi-Fi Ark: Deep User Representation via High-Fidelity Archive Network. | Zheng Liu, Yu Xing, Fangzhao Wu, Mingxiao An, Xing Xie |
| 2019 | IJCNN | ADPR: An Attention-based Deep Learning Point-of-Interest Recommendation Framework. | Junjie Yin, Yun Li, Zheng Liu, Jian Xu, Bin Xia, Qianmu Li |
| 2019 | ISPA | Multi-Granularity Power Prediction for Data Center Operations via Long Short-Term Memory Network. | Ziyu Shen, Xusheng Zhang, Bin Xia, Zheng Liu, Yun Li |
| 2019 | PAKDD | SC-NER: A Sequence-to-Sequence Model with Sentence Classification for Named Entity Recognition. | Yu Wang, Yun Li, Ziye Zhu, Bin Xia, Zheng Liu |
| 2019 | PSB | Res2s2aM: Deep residual network-based model for identifying functional noncoding SNPs in trait-associated regions. | Zheng Liu, Yao Yao, Qi Wei, Benjamin Weeder, Stephen A. Ramsey |
| 2019 | SEKE | Knowledge Engineering Research Topic Mining Based on Co-word Analysis. | Xiumin Liu, Zheng Liu |
| 2018 | APWEB | Keyphrase Extraction Based on Optimized Random Walks on Multiple Word Relations. | Wenyan Chen, Zheng Liu, Wei Shi, Jeffrey Xu Yu |
| 2018 | CHASE | A Wearable System for Situational Awareness Estimation in Underground Mines. | Xian Li, Ye Sun, Zheng Liu, Matthew Portfleet |
| 2018 | CVPR | IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation. | Shuo Liu, Vijay John, Erik Blasch, Zheng Liu, Ying Huang |
| 2018 | ICDE | Realtime Traffic Speed Estimation with Sparse Crowdsourced Data. | Zheng Liu, Lei Chen, Yongxin Tong |
| 2018 | ICTAI | A Neighborhood-Based Value Iteration Algorithm for POMDP Problems. | Feng Liu, Zheng Liu |
| 2018 | KDD | Context-aware Academic Collaborator Recommendation. | Zheng Liu, Xing Xie, Lei Chen |
| 2018 | SEKE | Topic Modeling for Noisy Short Texts with Multiple Relations. | Chi-Yu Liu, Zheng Liu, Tao Li, Bin Xia |
| 2017 | ADC | Extracting Keyphrases Using Heterogeneous Word Relations. | Wei Shi, Zheng Liu, Weiguo Zheng, Jeffrey Xu Yu |
| 2017 | BMVC | Efficent Traffic-Sign Recognition with Scale-aware CNN. | Yuchen Yang, Shuo Liu, Wei Ma, Qiuyuan Wang, Zheng Liu |
| 2017 | CNSM | Analyzing human mobility and social relationships from cellular network data. | Zheng Liu, Yuanyuan Qiao, Siyan Tao, Wenhui Lin, Jie Yang |
| 2017 | ICDE | Tuning Crowdsourced Human Computation. | Caleb Chen Cao, Jiayang Tu, Zheng Liu, Lei Chen, H. V. Jagadish |
| 2017 | Interspeech | Speaker Direction-of-Arrival Estimation Based on Frequency-Independent Beampattern. | Feng Guo, Yuhang Cao, Zheng Liu, Jiaen Liang, Baoqing Li, Xiaobing Yuan |
| 2017 | IPCCC | Balancing interdependent networks: Theory and algorithm. | Zheng Liu, Qing Li, Dan Wang, Mingwei Xu |
| 2017 | ISKE | Named entity recognition for Chinese telecommunications field based on Char2Vec and Bi-LSTMs. | Yu Wang, Bin Xia, Zheng Liu, Yun Li, Tao Li |
| 2017 | KDD | FLAP: An End-to-End Event Log Analysis Platform for System Management. | Tao Li, Yexi Jiang, Chunqiu Zeng, Bin Xia, Zheng Liu, Wubai Zhou, Xiaolong Zhu, Wentao Wang, Liang Zhang, Jun Wu, Li Xue, Dewei Bao |
| 2017 | KDD | STAR: A System for Ticket Analysis and Resolution. | Wubai Zhou, Wei Xue, Ramesh Baral, Qing Wang, Chunqiu Zeng, Tao Li, Jian Xu, Zheng Liu, Larisa Shwartz, Genady Ya. Grabarnik |
| 2016 | APWEB | Identifying Relevant Subgraphs in Large Networks. | Zheng Liu, Shuting Guo, Tao Li, Wenyan Chen |
| 2016 | ICDE | Mutual benefit aware task assignment in a bipartite labor market. | Zheng Liu, Lei Chen |
| 2016 | ICIP | A fast adaptive spatio-temporal 3D feature for video-based person re-identification. | Zheng Liu, Jiaxin Chen, Yunhong Wang |
| 2015 | ICDE | Cleaning uncertain data with a noisy crowd. | Chen Jason Zhang, Lei Chen, Yongxin Tong, Zheng Liu |
| 2015 | MVA | Pedestrian detection in thermal images using adaptive fuzzy C-means clustering and convolutional neural networks. | Vijay John, Seiichi Mita, Zheng Liu, Bin Qi |
| 2015 | PSIVT | Real-Time Lane Estimation Using Deep Features and Extra Trees Regression. | Vijay John, Zheng Liu, Chunzhao Guo, Seiichi Mita, Kiyosumi Kidono |
| 2014 | ACCV | Enhancing Person Re-identification by Integrating Gait Biometric. | Zheng Liu, Zhaoxiang Zhang, Qiang Wu, Yunhong Wang |
| 2014 | CVPR | Use of Sparse Representation for Pedestrian Detection in Thermal Images. | Bin Qi, Vijay John, Zheng Liu, Seiichi Mita |
| 2014 | ETFA | Concept for modelling and testing of individual mechatronic components for manufacturing plant simulation. | Zheng Liu, Stephan Magnus, Jan Krause, Christian Diedrich |
| 2014 | FUSION | Statistical analysis of the performance assessment results for pixel-level image fusion. | Zheng Liu, Erik Blasch |
| 2014 | FUSION | Compressive detection of stochastic signals with the measurement matrix not necessarily orthonormal. | Ying-Gui Wang, Le Yang, Zheng Liu, Fucheng Guo, Wen-Li Jiang |
| 2014 | ICASSP | Block-sparse signal recovery with synthesized multitask compressive sensing. | Ying-Gui Wang, Zheng Liu, Wen-Li Jiang, Le Yang |
| 2014 | ICASSP | Underdetermined DOA estimation of multi-path signals based on ICA and sparse reconstruction. | Kunlai Xiong, Zhangmeng Liu, Zheng Liu, Dao-Wang Feng, Wenli Jiang |
| 2013 | FUSION | An MDL-based multi-task classification and reconstruction algorithm. | Ying-Gui Wang, Zheng Liu, Dao-Wang Feng, Wen-Li Jiang |
| 2013 | HPCC | Performance Analysis of 802.11 Broadcast Channel Access Based on Finite Queue and Markov Chain. | Zheng Liu, Sanfeng Zhang, Yi Ji, Minjie Xu |
| 2013 | ICIP | Image fusion based on a sparse linear system. | Qiwei Xie, Qian Long, Seiichi Mita, Zheng Liu, X. Chen |
| 2012 | ISSRE | Bug Detection in Large-Scale Nuclear Power Software. | Zheng Liu, Wentao Mo, Dangpei Ren, Guang Zhao, Mingye Liu |
| 2012 | WCNC | Small World P2P overlay for video sharing service. | Zheng Liu, Kaiping Xue, Peilin Hong, Zhenguo Du |
| 2011 | BPM | Discovering Characteristics of Stochastic Collections of Process Models. | Kees M. van Hee, Marcello La Rosa, Zheng Liu, Natalia Sidorova |
| 2011 | DASFAA | On Summarizing Graph Homogeneously. | Zheng Liu, Jeffrey Xu Yu |
| 2011 | RCIS | Is my event log complete? - A probabilistic approach to process mining. | Kees M. van Hee, Zheng Liu, Natalia Sidorova |
| 2011 | WCNC | An interaction between network coding and end-host coding. | Zheng Liu, Shudong Jin |
| 2010 | AINA | Integrated Modeling, Generation and Optimization for Packet based NoC Topology. | Jueping Cai, Zheng Liu, Ming Du, Zan Li, Lei Yao |
| 2010 | AINA | Hybrid Communication Reconfigurable Network on Chip for MPSoC. | Zheng Liu, Jueping Cai, Ming Du, Lei Yao, Zan Li |
| 2010 | ASPDAC | A performance-constrained template-based layout retargeting algorithm for analog integrated circuits. | Zheng Liu, Lihong Zhang |
| 2010 | DASFAA | Discovering Burst Areas in Fast Evolving Graphs. | Zheng Liu, Jeffrey Xu Yu |
| 2010 | DASFAA | Fires on the Web: Towards Efficient Exploring Historical Web Graphs. | Zhenglu Yang, Jeffrey Xu Yu, Zheng Liu, Masaru Kitsuregawa |
| 2010 | WCNC | Integrated Uplink Scheduling Proposal Using BRUSC Header for Multiple VoIP CODECs in M-WiMAX. | Farouk Y. M. Alkadhi, Jun Tu, Zheng Liu, Jufeng Dai |
| 2009 | HIS | A Reliable Multi-path Routing Protocol in Wireless Sensor Network Design and Implementation. | Peng Li, Hai Zhao, Jialiang Wang, Zheng Liu, Yu Chun-yang |
| 2008 | APWEB | Mining Multiple Time Series Co-movements. | Di Wu, Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Zheng Liu |
| 2008 | ICDE | Detection of Shape Anomalies: A Probabilistic Approach Using Hidden Markov Models. | Zheng Liu, Jeffrey Xu Yu, Lei Chen, Di Wu |
| 2008 | ICDM | Spotting Significant Changing Subgraphs in Evolving Graphs. | Zheng Liu, Jeffrey Xu Yu, Yiping Ke, Xuemin Lin, Lei Chen |
| 2008 | WISE | Integrating Multiple Data Sources for Stock Prediction. | Di Wu, Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Zheng Liu |
| 2006 | CIAC | On the Minimum Common Integer Partition Problem. | Xin Chen, Lan Liu, Zheng Liu, Tao Jiang |
| 2006 | ICASSP | On the Use of Phase Congruency to Evaluate Image Similarity. | Zheng Liu, Robert Laganire |
| 2006 | SMC | Telecontrol Laboratory for Training Postgraduate Students Online Based on Internet Technology. | Yaping Dai, Qingjie Liu, Xiangyang Xu, Zheng Liu, Fangyan Dong, Kaoru Hirota |
| 2005 | CPM | A Fast Algorithm for Approximate String Matching on Gene Sequences. | Zheng Liu, Xin Chen, James Borneman, Tao Jiang |
| 2005 | ICCS | Analysis of Discrete Adjoints for Upwind Numerical Schemes. | Zheng Liu, Adrian Sandu |
| 2005 | IROS | Reinforcement learning of cooperative behaviors for multi-robot tracking of multiple moving targets. | Zheng Liu, Marcelo H. Ang Jr., Winston Khoon Guan Seah |
| 2005 | KES | Improved Method of Spread Spectrum Watermarking Techniques Using Pixel-Correlations. | Zheng Liu |
| 2005 | MMM | Direct Fingerprinting on Multicasting Compressed Video. | Zheng Liu, Xue Li, Zhaoyang Dong |
| 2005 | PAKDD | Locating Motifs in Time-Series Data. | Zheng Liu, Jeffrey Xu Yu, Xuemin Lin, Hongjun Lu, Wei Wang |
| 2004 | MMM | Motion Vector Encryption in Multimedia Streaming. | Zheng Liu, Xue Li |
| 2004 | WISE | A Lightweight Encryption Algorithm for Mobile Online Multimedia Devices. | Zheng Liu, Xue Li, Zhaoyang Dong |