| 2026 | AAAI | From Pixels to Logic: A Perception-Reasoning Decomposition Framework for Open-World Referring Expression Comprehension. | Lihong Huang, Sheng-hua Zhong, Zhi Zhang, Yan Liu |
| 2026 | AAAI | Is Symbolic Music a Specific Language? Exploring Inspiration-to-Structure Machine Composition via LLMs. | Zhejing Hu, Yan Liu, Zhi Zhang, Aiwei Zhang, Sheng-hua Zhong, Bruce X. B. Yu, Gong Chen |
| 2026 | AAAI | RAGFort: Dual-Path Defense Against Proprietary Knowledge Base Extraction in Retrieval-Augmented Generation. | Qinfeng Li, Miao Pan, Ke Xiong, Ge Su, Zhiqiang Shen, Yan Liu, Bing Sun, Hao Peng, Xuhong Zhang |
| 2026 | ACL | Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy. | Yi Jiang, Sendong Zhao, Jianbo Li, Haochun Wang, Lizhe Zhang, Yan Liu, Bing Qin |
| 2026 | ACL | Topology Matters: Measuring Memory Leakage in Multi-Agent LLMs. | Jinbo Liu, Defu Cao, Yifei Wei, Tianyao Su, Yuan Liang, Yushun Dong, Yan Liu, Yue Zhao, Xiyang Hu |
| 2026 | ACL | Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models. | Yan Liu, Feng Zhang, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Han Liu, Yangdong Deng |
| 2026 | CGO | FHEFusion: Enabling Operator Fusion in FHE Compilers for Depth-Efficient DNN Inference. | Tianxiang Sui, Jianxin Lai, Long Li, Peng Yuan, Yan Liu, Qing Zhu, Xiaojing Zhang, Linjie Xiao, Mingzhe Zhang, Jingling Xue |
| 2026 | CHI | MusicScaffold: Bridging Machine Efficiency and Human Growth in Adolescent Creative Education through Generative AI. | Zhejing Hu, Yan Liu, Zhi Zhang, Gong Chen, Bruce X. B. Yu, Junxian Li, Jiannong Cao |
| 2026 | COMPSAC | From Reactive to Proactive: An Explainable Risk Awareness Framework for Logistics Cyber-Physical Systems. | Ke Huang, Yan Liu, Bin Guo, Yasan Ding, Jing Zhang, Zhiwen Yu |
| 2026 | ICDCS | ARTSN: Exact and Adaptive Self-Triggered Traffic Scheduling for ARTS Networks. | Ruide Cao, Shuangping Zhan, Jiashuo Lin, Yan Liu, Chenxi Ling, Yi Wang, Guoming Tang |
| 2026 | ICPR | Multimodal Feature Fusion with Illumination Adaptation for Robust Household Waste Detection. | Ziliang Hu, Xiguang Wu, Jiuren Zhou, Yan Liu, Genquan Han |
| 2025 | AAAI | Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning. | Shihan Dou, Yan Liu, Enyu Zhou, Songyang Gao, Tianlong Li, Limao Xiong, Xin Zhao, Haoxiang Jia, Junjie Ye, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | AAAI | Compose with Me: Collaborative Music Inpainter for Symbolic Music Infilling. | Zhejing Hu, Yan Liu, Gong Chen, Bruce X. B. Yu |
| 2025 | AAAI | Mixture of Knowledge Minigraph Agents for Literature Review Generation. | Zhi Zhang, Yan Liu, Sheng-hua Zhong, Gong Chen, Yu Yang, Jiannong Cao |
| 2025 | ACL | Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling. | Shihan Dou, Jiayi Chen, Chenhao Huang, Feng Chen, Wei Chengzhi, Huiyuan Zheng, Shichun Liu, Yan Liu, Chenxiao Liu, Chao Xin, Lin Yan, Zongzhang Zhang, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | ACL | PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations. | Yuxin Hu, Danni Liu, Bo Liu, Yida Chen, Jiuxin Cao, Yan Liu |
| 2025 | APSEC | XRepair - Unifying Retrieval, Repair, and Evaluation for Explainable LLM-Based Vulnerability Fixes. | Alfred Asare Amoah, Yan Liu |
| 2025 | APSEC | A Comparative Study Towards Designing a Hybrid Architecture of Microservices and LLM-based Multi-Agent Systems. | Peyman Yazdanian, Yan Liu, Zheng Li |
| 2025 | ASPLOS | ReSBM: Region-based Scale and Minimal-Level Bootstrapping Management for FHE via Min-Cut. | Yan Liu, Jianxin Lai, Long Li, Tianxiang Sui, Linjie Xiao, Peng Yuan, Xiaojing Zhang, Qing Zhu, Wenguang Chen, Jingling Xue |
| 2025 | CGO | ANT-ACE: An FHE Compiler Framework for Automating Neural Network Inference. | Long Li, Jianxin Lai, Peng Yuan, Tianxiang Sui, Yan Liu, Qing Zhu, Xiaojing Zhang, Linjie Xiao, Wenguang Chen, Jingling Xue |
| 2025 | COCOON | Simultaneous All-Pay Auctions with Budget Constraints. | Yan Liu, Ying Qin, Zihe Wang |
| 2025 | COMPSAC | Spatio-temporal Explanation for Adversarial-Aware Cloud Vision AI Services. | Zerui Wang, Yan Liu |
| 2025 | ECAI | Inductive Cognitive Diagnosis Model Integrating the Characteristics of Learners' Answering Behavior. | Linhao Zhou, Sheng-hua Zhong, Yan Liu |
| 2025 | EMNLP | HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth. | Yan Liu, Minghui Zhang, Bojian Xiong, Yifan Xiao, Yinong Sun, Yating Mei, Longyu Zeng, Jingchao Yang, Yang Wang, Deyi Xiong |
| 2025 | EMNLP | Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair. | Bojian Xiong, Yikun Lei, Xikai Liu, Shaowei Zhang, Pengyun Zhu, Yan Liu, Yongqi Leng, Ling Shi, Meizhi Zhong, Yurong Zhang, Yan Gao, Yi Wu, Yao Hu, Deyi Xiong |
| 2025 | HCI | Study on the Enhancement of Artistic Quality of Community Public Spaces Enabled by AIGC Technology. | Hongmei Li, Yan Liu |
| 2025 | HCI | Exploration on the Path of Digital Dissemination of Adolescent Values Guided by AIGC Empowering the Illustration Design of Red-Themed Books. | Yan Liu, HongMei Li, Hongmei Wang |
| 2025 | HCI | The Mechanism, Patterns, and Directional Considerations of Generative AI Empowering Urban Cultural Renewal. | Hongmei Wang, Yan Liu |
| 2025 | ICA3PP | Enhancing RAPTOR in RAG Systems: Semantic Segmentation for Improved Initial Chunking. | Xin Wan, Xiaodong Xie, Wei Lin, Tingjun Xie, Cheng Wang, Yan Liu, Yi Pan |
| 2025 | ICA3PP | On Adaptive Cooperative Strategy for Throughput Enhancement in V2V/V2I Communications. | Weidong Yang, Xinzhuo Zhang, Yan Liu, Ranran Sun, Yulong Shen |
| 2025 | ICAIL | EVENS: Equality versus Equity Notion Spectrum of LLMs. | Qingjing Chen, Rongxin Cheng, Yan Liu, Ziheng Xie, Kangxin Zhao, Peiming Li, Antonino Rotolo, Yun Liu, Weixing Shen |
| 2025 | ICASSP | Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation. | Xinkai Du, Quanjie Han, Chao Lv, Yan Liu, Yalin Sun, Hao Shu, Hongbo Shan, Maosong Sun |
| 2025 | ICASSP | A Unified Spatiotemporal Frequency Graph Neural Network for fMRI-based Brain Functional Connectivity Analysis. | Yulang Huang, Zhiyuan Ding, Guokai Duan, Yan Liu, Xiangzhu Zeng, Zheng Wang, Yingying Xu, Ling Wang |
| 2025 | ICCV | E-NeMF: Event-based Neural Motion Field for Novel Space-time View Synthesis of Dynamic Scenes. | Yan Liu, Zehao Chen, Haojie Yan, De Ma, Huajin Tang, Qian Zheng, Gang Pan |
| 2025 | ICICS | Personalized Federated Learning Algorithm Based on User Grouping and Group Signatures. | Hao Lin, Xiaoming Hu, Shuangjie Bai, Yan Liu |
| 2025 | ICIP | Anti-FT: Towards Practical Deep Leakage From Gradients. | Linghui Zhu, Yiming Li, Haiqin Weng, Yan Liu, Shu-Tao Xia, Zhi Wang |
| 2025 | ICLR | InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly. | James Enouen, Yan Liu |
| 2025 | ICLR | A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation. | Can Rong, Jingtao Ding, Yan Liu, Yong Li |
| 2025 | ICML | SERENA: A Unified Stochastic Recursive Variance Reduced Gradient Framework for Riemannian Non-Convex Optimization. | Yan Liu, Mingjie Chen, Chaojie Ji, Hao Zhang, Ruxin Wang |
| 2025 | IJCAI | CompLex: Music Theory Lexicon Constructed by Autonomous Agents for Automatic Music Generation. | Zhejing Hu, Yan Liu, Gong Chen, Bruce X. B. Yu |
| 2025 | IJCAI | Stackelberg vs. Nash in the Lottery Colonel Blotto Game. | Yan Liu, Bonan Ni, Weiran Shen, Zihe Wang, Jie Zhang |
| 2024 | AAAI | Responding to the Call: Exploring Automatic Music Composition Using a Knowledge-Enhanced Model. | Zhejing Hu, Yan Liu, Gong Chen, Xiao Ma, Shenghua Zhong, Qianwen Luo |
| 2024 | AAAI | GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series Forecasting. | Furong Jia, Kevin Wang, Yixiang Zheng, Defu Cao, Yan Liu |
| 2024 | AAAI | Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation. | Zhanfeng Liao, Yan Liu, Qian Zheng, Gang Pan |
| 2024 | AAAI | Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition. | Zhi Zhang, Shenghua Zhong, Yan Liu |
| 2024 | ACL | StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback. | Shihan Dou, Yan Liu, Haoxiang Jia, Enyu Zhou, Limao Xiong, Junjie Shan, Caishuang Huang, Xiao Wang, Xiaoran Fan, Zhiheng Xi, Yuhao Zhou, Tao Ji, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang |
| 2024 | ACL | LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin. | Shihan Dou, Enyu Zhou, Yan Liu, Songyang Gao, Wei Shen, Limao Xiong, Yuhao Zhou, Xiao Wang, Zhiheng Xi, Xiaoran Fan, Shiliang Pu, Jiang Zhu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2024 | ACL | TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents. | James Enouen, Hootan Nakhost, Sayna Ebrahimi, Sercan . Arik, Yan Liu, Tomas Pfister |
| 2024 | ACL | CodeM: Less Data Yields More Versatility via Ability Matrix. | Daoguang Zan, Ailun Yu, Wei Liu, Bo Shen, Shaoxin Lin, Yongshun Gong, Yafen Yao, Yan Liu, Bei Guan, Weihua Luo, Yongji Wang, Qianxiang Wang, Lizhen Cui |
| 2024 | AI | Guided AbsoluteGrad: Magnitude of Gradients Matters to Explanation's Localization and Saliency. | Jun Huang, Yan Liu |
| 2024 | CCS | Alchemy: Data-Free Adversarial Training. | Yijie Bai, Zhongming Ma, Yanjiao Chen, Jiangyi Deng, Shengyuan Pang, Yan Liu, Wenyuan Xu |
| 2024 | DATE | An Adaptive UAV Scheduling Process to Address Dynamic Mobile Network Demand Efficiently. | Ruide Cao, Jiao Ye, Jin Zhang, Qian You, Chao Tang, Yan Liu, Yi Wang |
| 2024 | DICTA | Unified Retrieval and Reranking Paradigm for Aerial-Ground Cross-Source 3D Place Recognition. | Zhixuan Gu, Sheng Ao, Minglin Chen, Yan Liu, Ye Zhang, Yulan Guo |
| 2024 | ECAI | Reassessing Non-Autoregressive Neural Machine Translation with a Fine-Grained Error Taxonomy. | Yan Liu, Longyue Wang, Zhaopeng Tu, Deyi Xiong |
| 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 | HPDC | ETS: Deep Learning Training Iteration Time Prediction based on Execution Trace Sliding Window. | Zichao Yang, Hao Guo, Heng Wu, Yuewen Wu, Hua Zhong, Wenbo Zhang, Chuan Zhou, Yan Liu |
| 2024 | ICARCV | Cooperative Optimization Control of Double-Integrator Multi-Agent Systems Under DoS Attacks. | Guo Yu, Dan Liu, Yiyuan Xing, Yan Liu |
| 2024 | ICASSP | Improving Long Text Understanding with Knowledge Distilled from Summarization Model. | Yan Liu, Yazheng Yang, Xiaokang Chen |
| 2024 | ICIP | Learning Temporal Cues for Fine-Grained Action Recognition. | Zhihao Liu, Yi Zhang, Wenhui Huang, Yan Liu, Mengyang Pu, Chao Deng, Junlan Feng |
| 2024 | ICLR | TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting. | Defu Cao, Furong Jia, Sercan . Arik, Tomas Pfister, Yixiang Zheng, Wen Ye, Yan Liu |
| 2024 | ICLR | The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models. | Yan Liu, Yu Liu, Xiaokang Chen, Pin-Yu Chen, Daoguang Zan, Min-Yen Kan, Tsung-Yi Ho |
| 2024 | ICML | Position: TrustLLM: Trustworthiness in Large Language Models. | Yue Huang, Lichao Sun, Haoran Wang, Siyuan Wu, Qihui Zhang, Yuan Li, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Hanchi Sun, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bertie Vidgen, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, Joaquin Vanschoren, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yong Chen, Yue Zhao |
| 2024 | ICML | An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series. | Qiang Huang, Chuizheng Meng, Defu Cao, Biwei Huang, Yi Chang, Yan Liu |
| 2024 | ICMLA | Mixture of Projection Experts for Multivariate Long-Term Time Series Forecasting. | Hao Niu, Guillaume Habault, Defu Cao, Yizhou Zhang, Roberto Legaspi, Huy Quang Ung, James Enouen, Shinya Wada, Chihiro Ono, Atsunori Minamikawa, Yan Liu |
| 2024 | ICNP | Congestion Control Optimization for Short Video Services: User-End and Edge Server Collaboration in Practice. | Jupeng Zhang, Yan Liu, Jack Y. B. Lee, Shengtong Zhu |
| 2024 | IJCAI | D3ETR: Decoder Distillation for Detection Transformer. | Xiaokang Chen, Jiahui Chen, Yan Liu, Jiaxiang Tang, Gang Zeng |
| 2023 | AAAI | Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders. | Defu Cao, James Enouen, Yujing Wang, Xiangchen Song, Chuizheng Meng, Hao Niu, Yan Liu |
| 2023 | ACL | DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization. | Songyang Gao, Shihan Dou, Yan Liu, Xiao Wang, Qi Zhang, Zhongyu Wei, Jin Ma, Ying Shan |
| 2023 | ACL | Uncovering and Categorizing Social Biases in Text-to-SQL. | Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou |
| 2023 | ADMA | Two Birds with One Stone: A Link Prediction Model for Knowledge Hypergraph Based on Fully-Connected Tensor Decomposition. | Jun Pang, Hong-Chao Qin, Yan Liu, Xiao-Qi Liu |
| 2023 | COMPSAC | Linking Team-level and Organization-level Governance in Machine Learning Operations through Explainable AI and Responsible AI Connector. | Elie Neghawi, Zerui Wang, Jun Huang, Yan Liu |
| 2023 | CVPR | SVGformer: Representation Learning for Continuous Vector Graphics using Transformers. | Defu Cao, Zhaowen Wang, Jose Echevarria, Yan Liu |
| 2023 | DATE | Optimizing Data Migration for Garbage Collection in ZNS SSDs. | Zhenhua Tan, Linbo Long, Renping Liu, Congming Gao, Yi Jiang, Yan Liu |
| 2023 | ECAI | PiercingEye: Identifying Both Faint and Distinct Clues for Explainable Fake News Detection with Progressive Dynamic Graph Mining. | Yasan Ding, Bin Guo, Yan Liu, Hao Wang, Haocheng Shen, Zhiwen Yu |
| 2023 | ECAI | A Dynamic Selective Parameter Sharing Mechanism Embedded with Multi-Level Reasoning Abstractions. | Yan Liu, Ying He, Zhong Ming, F. Richard Yu |
| 2023 | ECIR | Capturing Cross-Platform Interaction for Identifying Coordinated Accounts of Misinformation Campaigns. | Yizhou Zhang, Karishma Sharma, Yan Liu |
| 2023 | EDM | Response Process Data in Educational and Psychological Assessment: A Scoping Review of Empirical Studies. | Guanyu Chen, Yan Liu |
| 2023 | ICASSP | Parallel Sentence-Level Explanation Generation for Real-World Low-Resource Scenarios. | Yan Liu, Xiaokang Chen, Qi Dai |
| 2023 | ICASSP | A Novel Efficient Multi-View Traffic-Related Object Detection Framework. | Kun Yang, Jing Liu, Dingkang Yang, Hanqi Wang, Peng Sun, Yanni Zhang, Yan Liu, Liang Song |
| 2023 | ICCV | GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video. | Bruce X. B. Yu, Zhi Zhang, Yongxu Liu, Sheng-Hua Zhong, Yan Liu, Chang Wen Chen |
| 2023 | ICIG | Complex Glyph Enhancement for License Plate Generation. | Yu-Xiang Chen, Qi Liu, Song-Lu Chen, Fang Zhou, Yan Liu, Feng Chen, Xu-Cheng Yin |
| 2023 | ICNP | CWnd-Loan - A New Approach to Improve Live Video Performance in RTT-Spiking Networks. | Lingfeng Guo, Yan Liu, Jack Yiu-Bun Lee, Fuyu Wang, Changkui Ouyang, Cheng Luo, Wenzheng Yang, Shengtong Zhu, Kui Tan |
| 2023 | ICNP | mBBR - Improving BBR Performance Over Rate-Limited Mobile Networks. | Shengtong Zhu, Yan Liu, Lingfeng Guo, Rudolf K. H. Ngan, Jack Y. B. Lee |
| 2023 | ICPADS | Cyber-Physical Systems Design in An Uncertain Environment with Time Uncertainty Concern. | Si Chen, Lida Huang, Xiongren Xiao, Yan Liu, Guoqi Xie, Renfa Li |
| 2022 | AAAI | I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding. | Sirisha Rambhatla, Zhengping Che, Yan Liu |
| 2022 | ACL | MPII: Multi-Level Mutual Promotion for Inference and Interpretation. | Yan Liu, Sanyuan Chen, Yazheng Yang, Qi Dai |
| 2022 | AMIA | Racial and ethnic disparities in the use of computed tomography with angiography (CTA) for the diagnosis of pulmonary embolism (PE). | Dee Luo, Katherine L. Dauber-Decker, Jeffrey Solomon, Yan Liu, Michael Qiu, Shreya Sanghani, Safiya Richardson |
| 2022 | AMIA | Nudging Provider Adoption of Clinical Decision Support: Pilot Study of a Behavioral Economic-Inspired Electronic Health Record Tool. | Safiya Richardson, Katherine L. Dauber-Decker, Jeffrey Solomon, Pradeep Seelamneni, Dee Luo, Sundas Khan, Douglas P. Barnaby, John Chelico, Guang Qiu, Yan Liu, Shreya Sanghani, Devin M. Mann, Renee Pekmezaris, Thomas G. McGinn, Michael Diefenbach |
| 2022 | CoDIT | Distributed Process Monitoring Based on multi-block KGLPP. | Qiu Tang, Xincheng Tian, Yan Liu, Zheren Zhu |
| 2022 | COMPSAC | A Mobility Forecasting Framework with Vertical Federated Learning. | Fatima Zahra Errounda, Yan Liu |
| 2022 | GLOBECOM | A Backbone-Listener Relative Localization Scheme for Distributed Multi-agent Systems. | Xiaoxiang Li, Yan Liu, Yunlong Wang, Yuan Shen |
| 2022 | GLOBECOM | DRL-based Channel Access in NR Unlicensed Spectrum for Downlink URLLC. | Yan Liu, Hui Zhou, Yansha Deng, Arumugam N. Allanathan |
| 2022 | HCI | Design Study and User Evaluation of an Application Model for Self-management and Rehabilitation Training for Users with Hearing Loss. | Qiqi Huang, Fanghao Song, Yan Liu, Xiaomin Ma |
| 2022 | ICASSP | Non-Autoregressive Transformer with Unified Bidirectional Decoder for Automatic Speech Recognition. | Chuan-Fei Zhang, Yan Liu, Tian-Hao Zhang, Song-Lu Chen, Feng Chen, Xu-Cheng Yin |
| 2022 | ICCSA | Implementation and Proof Experiment of Communication Network for Disaster Prevention Using LPWA. | Kazuaki Tanaka, Hiroyuki Maeda, Keisuke Yamashita, Yan Liu, Hemanta Hazarika |
| 2022 | ICIAP | Multiple Input Branches Shift Graph Convolutional Network with DropEdge for Skeleton-Based Action Recognition. | Yan Liu, Yuelin Deng, Jinping Su, Ruonan Wang, Chi Li |
| 2022 | ICONIP | Adaptive Rounding Compensation for Post-training Quantization. | Jinhui Lin, Heng Wang, Yan Liu, Song-Lu Chen, Ruiyao Zhang, Zhiwei Dong, Feng Chen, Xu-Cheng Yin |
| 2022 | ICPR | Semi-Supervised Fine-Grained Classification with Web Data via Noisy Sample Selection. | Meng-Xuan Li, Yan Liu, Qi Liu, Song-Lu Chen, Feng Chen, Xu-Cheng Yin |
| 2021 | AAAI | Multimodal Fusion via Teacher-Student Network for Indoor Action Recognition. | Bruce X. B. Yu, Yan Liu, Keith C. C. Chan |
| 2021 | AAAI | Depth Privileged Object Detection in Indoor Scenes via Deformation Hallucination. | Zhijie Zhang, Yan Liu, Junjie Chen, Li Niu, Liqing Zhang |
| 2021 | AMIA | DL4Burn: Burn Surgical Candidacy Prediction using Multimodal Deep Learning. | Sirisha Rambhatla, Samantha Huang, Loc Trinh, Mengfei Zhang, Boyuan Long, Mingtao Dong, Vyom Unadkat, Haig Yenikomshian, Justin Gillenwater, Yan Liu |
| 2021 | CIKM | Large-Scale Hyperspectral Image Clustering Using Contrastive Learning. | Yaoming Cai, Yan Liu, Zijia Zhang, Zhihua Cai, Xiaobo Liu |
| 2021 | HCI | A Research on Sensing Localization and Orientation of Objects in VR with Facial Vibrotactile Display. | Ke Wang, Yi-Hsuan Li, Chun-Chen Hsu, Jiabei Jiang, Yan Liu, Zirui Zhao, Wei Yue, Lu Yao |
| 2021 | HPCC | A study on the health status of cherry production in multi-factor facilities based on the attention mechanism Bi-LSTM. | Lingyan Hu, Chao Zhang, Zumin Wang, Yan Liu, Zhanjun Guo, Guoqiang Li |
| 2021 | ICA3PP | A Cross-domain Authentication Scheme Based on Zero-Knowledge Proof. | Ruizhong Du, Xiaoya Li, Yan Liu |
| 2021 | ICANN | DSNet: Dynamic Selection Network for Biomedical Image Segmentation. | Xiaofei Qin, Yan Liu, Liang Tang, Shuhui Zhao, Xingchen Zhou, Xuedian Zhang, Dengbin Wang |
| 2021 | ICALT | Is it true that "If you are not immersed, you are not learning" where we will be? | Bihao Hu, Yan Liu, Xiaoqing Gu |
| 2021 | ICONIP | Depth Privileged Object Detection with Depth-Enhanced DCN. | Yan Liu, Zhijie Zhang, Liqing Zhang |
| 2021 | ICONIP | Document Image Classification Method Based on Graph Convolutional Network. | Yangyang Xiong, Zhongjian Dai, Yan Liu, Xiaotian Ding |
| 2021 | ICPP | A Novel Multi-CPU/GPU Collaborative Computing Framework for SGD-based Matrix Factorization. | Yizhi Huang, Yanlong Yin, Yan Liu, Shuibing He, Yang Bai, Renfa Li |
| 2020 | AAAI | Generative Attention Networks for Multi-Agent Behavioral Modeling. | Max Guangyu Li, Bo Jiang, Hao Zhu, Zhengping Che, Yan Liu |
| 2020 | ACISP | User Identity Linkage Across Social Networks via Community Preserving Network Embedding. | Xiaoyu Guo, Yan Liu, Lian Liu, Guangsheng Zhang, Jing Chen, Yuan Zhao |
| 2020 | AMIA | DeepCompete: A deep learning approach to competing risks in continuous-time domain. | Aastha, Pengyu Huang, Yan Liu |
| 2020 | AMIA | Design and Validation of an Automated Process for Assessment of Risk for Pulmonary Embolism Using the Well's Criteria. | Nasen J. Zhang, Philippe Rameau, Marsophia Julemis, Yan Liu, Sundas Khan, Thomas G. McGinn, Safiya Richardson |
| 2020 | COMPSAC | Evaluation of Parameter Update Effects in Deep Semi-Supervised Learning Algorithms. | Elie Neghawi, Yan Liu |
| 2020 | ECCV | Semi-supervised Crowd Counting via Self-training on Surrogate Tasks. | Yan Liu, Lingqiao Liu, Peng Wang, Pingping Zhang, Yinjie Lei |
| 2020 | ECCV | NoiseRank: Unsupervised Label Noise Reduction with Dependence Models. | Karishma Sharma, Pinar Donmez, Enming Luo, Yan Liu, I. Zeki Yalniz |
| 2020 | HealthCom | High Sensitive Ultrathin Wearable Sensor for Physiological Signal Monitoring. | Yan Liu, Dianpeng Qi |
| 2020 | IC3K | A Survey of Sensor Modalities for Human Activity Recognition. | Bruce X. B. Yu, Yan Liu, Keith C. C. Chan |
| 2020 | ICDE | Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network. | Hongzhi Shi, Quanming Yao, Qi Guo, Yaguang Li, Lingyu Zhang, Jieping Ye, Yong Li, Yan Liu |
| 2020 | ICLR | Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics. | Sungyong Seo, Chuizheng Meng, Yan Liu |
| 2020 | ICLR | Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection. | Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu |
| 2020 | ICPR | Position-Aware Safe Boundary Interpolation Oversampling. | Yongxu Liu, Yan Liu |
| 2019 | AAAI | Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting. | Xu Geng, Yaguang Li, Leye Wang, Lingyu Zhang, Qiang Yang, Jieping Ye, Yan Liu |
| 2019 | CIKM | Recommendation-based Team Formation for On-demand Taxi-calling Platforms. | Lingyu Zhang, Tianshu Song, Yongxin Tong, Zimu Zhou, Dan Li, Wei Ai, Lulu Zhang, Guobin Wu, Yan Liu, Jieping Ye |
| 2019 | COMPSAC | Parallel Discovery of Trajectory Companions from Heterogeneous Streaming Data. | Yongyi Xian, Chuanfei Xu, Sameh Elnikety, Yan Liu |
| 2019 | CoNEXT | AViC: a cache for adaptive bitrate video. | Zahaib Akhtar, Yaguang Li, Ramesh Govindan, Emir Halepovic, Shuai Hao, Yan Liu, Subhabrata Sen |
| 2019 | CVPR | NTIRE 2019 Image Dehazing Challenge Report. | Codruta O. Ancuti, Cosmin Ancuti, Radu Timofte, Luc Van Gool, Lei Zhang, Ming-Hsuan Yang, Tiantong Guo, Xuelu Li, Venkateswararao Cherukuri, Vishal Monga, Hao Jiang, Siyuan Yang, Yan Liu, Xiaochao Qu, Pengfei Wan, Dongwon Park, Se Young Chun, Ming Hong, Jinying Huang, Yizi Chen, Shuxin Chen, Bomin Wang, Pablo Navarrete Michelini, Hanwen Liu, Dan Zhu, Jing Liu, Sanchayan Santra, Ranjan Mondal, Bhabatosh Chanda, Peter Morales, Tzofi Klinghoffer, Le Manh Quan, Yong-Guk Kim, Xiao Liang, Runde Li, Jinshan Pan, Jinhui Tang, Kuldeep Purohit, Maitreya Suin, A. N. Rajagopalan, Raimondo Schettini, Simone Bianco, Flavio Piccoli, Claudio Cusano, Luigi Celona, Sunhee Hwang, Yu Seung Ma, Hyeran Byun, Subrahmanyam Murala, Akshay Dudhane, Harshjeet Singh Aulakh, Tianxiang Zheng, Tao Zhang, Weining Qin, Runnan Zhou, Shanhu Wang, Jean-Philippe Tarel, Chuansheng Wang, Jiawei Wu |
| 2019 | GLOBECOM | Random Access Performance for Three Coverage Enhancement Groups in NB-IoT Networks. | Yan Liu, Yansha Deng, Maged Elkashlan, Arumugam Nallanathan |
| 2019 | HCI | Interface Design Aesthetics of Interaction Design. | Yan Liu, Qiong Zhang |
| 2019 | HPCC | Energy Optimization on Dynamic Multiple Functions Automotive Cyber-Physical Systems. | Yan Liu, Guoqi Xie, Linlin Jin, Renfa Li |
| 2019 | HPCC | ACWB: Access-Characteristic Write Buffer Management Scheme for Flash Memory. | Lei Zhu, Yan Liu, Zaimei Zhang |
| 2019 | ICLR | Adaptive Gradient Methods with Dynamic Bound of Learning Rate. | Liangchen Luo, Yuanhao Xiong, Yan Liu, Xu Sun |
| 2019 | ICMLC | Deconstruction of Perception Verbs: Structure and Value. | Yan Liu, Zheng-Jun Lin, Ying Pan |
| 2018 | AAAI | Policy Learning for Continuous Space Security Games Using Neural Networks. | Nitin Kamra, Umang Gupta, Fei Fang, Yan Liu, Milind Tambe |
| 2018 | ACML | A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA. | Yao Liu, Jun Sun, Qing Yao, Su Wang, Kai Zheng, Yan Liu |
| 2018 | AIES | Partially Generative Neural Networks for Gang Crime Classification with Partial Information. | Sungyong Seo, Hau Chan, P. Jeffrey Brantingham, Jorja Leap, Phebe Vayanos, Milind Tambe, Yan Liu |
| 2018 | AISTATS | Matrix completability analysis via graph k-connectivity. | Dehua Cheng, Natali Ruchansky, Yan Liu |
| 2018 | AISTATS | Tensor Regression Meets Gaussian Processes. | Rose Yu, Max Guangyu Li, Yan Liu |
| 2018 | FUSION | Color Image Segmentation Based on Evidence Theory and Two-Dimensional Histogram. | Yan Liu, Deqiang Han, Zhe Zhang, Weifeng Liu, Feihu Zhang |
| 2018 | GPC | Sensing Urban Structures and Crowd Dynamics with Mobility Big Data. | Yan Liu, Longbiao Chen, Linjin Liu, Xiaoliang Fan, Sheng Wu, Cheng Wang, Jonathan Li |
| 2018 | ICA3PP | P-Schedule: Erasure Coding Schedule Strategy in Big Data Storage System. | Chao Yin, Haitao Lv, Tongfang Li, Yan Liu, Xiaoping Qu, Sihao Yuan |
| 2018 | ICIP | A Complete Canonical Correlation Analysis for Multiview Learning. | Yan Liu, Yun Li, Yunhao Yuan |
| 2018 | ICLR | Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting. | Yaguang Li, Rose Yu, Cyrus Shahabi, Yan Liu |
| 2018 | ICLR | Automatically Inferring Data Quality for Spatiotemporal Forecasting. | Sungyong Seo, Arash Mohegh, George Ban-Weiss, Yan Liu |
| 2018 | ICLR | Detecting Statistical Interactions from Neural Network Weights. | Michael Tsang, Dehua Cheng, Yan Liu |
| 2018 | ICML | Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series. | Zhengping Che, Sanjay Purushotham, Max Guangyu Li, Bo Jiang, Yan Liu |
| 2018 | ICMV | A novel approach for image enhancement with binocular cameras. | Dianle Zhou, Yan Liu, Xiangrong Zeng, Jian Yang |
| 2018 | ICONIP | Active Learning Methods with Deep Gaussian Processes. | Jingjing Fei, Jing Zhao, Shiliang Sun, Yan Liu |
| 2018 | ICONIP | A Least Squares Approach to Region Selection. | Liantao Wang, Yan Liu, Jianfeng Lu |
| 2017 | AMIA | Deep Learning Solutions for Classifying Patients on Opioid Use. | Zhengping Che, Jennifer L. St. Sauver, Hongfang Liu, Yan Liu |
| 2017 | APSEC | Including Pervasive Web Content in Evidence-Based Software Engineering: A Case Study. | Jinyu Ma, Zheng Li, Yan Liu |
| 2017 | APSEC | Facilitating Scenario-Based Program Comprehension with Topic Models. | Tianxia Wang, Yan Liu |
| 2017 | CIKM | CSI: A Hybrid Deep Model for Fake News Detection. | Natali Ruchansky, Sungyong Seo, Yan Liu |
| 2017 | COMPSAC | Infusing Topic Modeling into Interactive Program Comprehension: An Empirical Study. | Tianxia Wang, Yan Liu |
| 2017 | DASC | An Online-Offline Combined Big Data Mining Platform. | Weishan Zhang, Hao Lv, Liang Xu, Yan Liu, Xin Liu, Qinghua Lu, Zhongwei Li, Jiehan Zhou |
| 2017 | DSN | Smart Maintenance via Dynamic Fault Tree Analysis: A Case Study on Singapore MRT System. | Yan Liu, Yue Wu, Zbigniew Kalbarczyk |
| 2017 | HCI | Study of Color Emotion Impact on Leisure Food Package Design. | Tianyu Wu, Ya-jun Li, Yan Liu |
| 2017 | HealthCom | Review of multi view auto-stereoscopic display system based on depth image analysis. | Chao Wang, Siyuan Cheng, Changqing Ji, Jing Wang, Zumin Wang, Yan Liu, Yanhong Liu |
| 2017 | ICCE | Evaluation of Mathematics Knowledge Level through Personalized Learning Exercise based on the Adaptive Tests. | Yan Liu, Chuxin Fu, Xiaoqing Gu |
| 2017 | ICCE | Detect Students' Academic Emotions in Classroom: Measurement, Self-perception and Manifested Behaviors. | Yan Liu, Menghua Hu, Xiaoqing Gu |
| 2017 | ICALT | What Contributes to Chinese Adolescents' Academic Self-Concept? - An Analysis of Social Media Influence of Peers. | Yan Liu, Xiaoqing Gu |
| 2017 | ICDCN | Dynamic Pricing for Maximizing Cloud Revenue: A Column Generation Approach. | Fadi Alzhouri, Anjali Agarwal, Yan Liu, Ahmed Saleh Bataineh |
| 2017 | ICDM | Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records. | Zhengping Che, Yu Cheng, Shuangfei Zhai, Zhaonan Sun, Yan Liu |
| 2017 | ICDM | Deep Learning Solutions to Computational Phenotyping in Health Care. | Zhengping Che, Yan Liu |
| 2017 | ICLR | Variational Recurrent Adversarial Deep Domain Adaptation. | Sanjay Purushotham, Wilka Carvalho, Tanachat Nilanon, Yan Liu |
| 2017 | ICMLC | Users privacy exposure protection on social media. | Yan Liu, Chia-Ming Liu, Rung-Ching Chen, Shuyi Wang |
| 2017 | ICONIP | Supervised Deep Canonical Correlation Analysis for Multiview Feature Learning. | Yan Liu, Yun Li, Yunhao Yuan, Ji-Peng Qiang, Min Ruan, Zhao Zhang |
| 2017 | IGARSS | Stable feature point extraction for accurate multi-temporal SAR image registration. | Huai Yu, Yan Liu, Li Li, Wen Yang, Mingsheng Liao |
| 2016 | AMIA | Interpretable Deep Models for ICU Outcome Prediction. | Zhengping Che, Sanjay Purushotham, Robinder G. Khemani, Yan Liu |
| 2016 | BigData | Evaluation of Data Mining Tools for Telecommunication Monitoring Data Using Design of Experiment. | Samneet Singh, Yan Liu, Wayne Ding, Zheng Li |
| 2016 | CRITIS | Railway System Failure Scenario Analysis. | William G. Temple, Yuan Li, Bao Anh N. Tran, Yan Liu, Binbin Chen |
| 2016 | CSCWD | Data-driven modeling method for analyzing grade crossing safety. | Eric Trudel, Chunsheng Yang, Yan Liu |
| 2016 | HCI | Lifetime and Deployment Limits for Mobile, 3D-Perceptual Applications. | Yan Liu, Yun Li, S. Lennart Johnsson, Andrew A. Chien |
| 2016 | HCI | Comparative Study on Visual Differences of Poster Designs Based on Design Psychology. | Tianyu Wu, Yan Liu |
| 2016 | ICCCN | Active Profiling of Physical Devices at Internet Scale. | Xuan Feng, Qiang Li, Qi Han, Hongsong Zhu, Yan Liu, Jie Cui, Limin Sun |
| 2016 | ICCCN | Programming Large-Scale Multi-Robot System with Timing Constraints. | Shan Jiang, Jiannong Cao, Yan Liu, Jinlin Chen, Xuefeng Liu |
| 2016 | ICML | Learning from Multiway Data: Simple and Efficient Tensor Regression. | Rose Yu, Yan Liu |
| 2016 | ICNC | A scheduling algorithm in the randomly heterogeneous multi-core processor. | Yan Liu, Yongwei Li, Yihong Zhao, Xiaoming Chen |
| 2016 | ICPADS | Steganalysis via Deep Residual Network. | Songtao Wu, Sheng-hua Zhong, Yan Liu |
| 2016 | IJCAI | Timeline Summarization from Social Media with Life Cycle Models. | Yi Chang, Jiliang Tang, Dawei Yin, Makoto Yamada, Yan Liu |
| 2015 | AISTATS | Model Selection for Topic Models via Spectral Decomposition. | Dehua Cheng, Xinran He, Yan Liu |
| 2015 | AMIA | Causal Phenotype Discovery via Deep Networks. | David C. Kale, Zhengping Che, Mohammad Taha Bahadori, Wenzhe Li, Yan Liu, Randall C. Wetzel |
| 2015 | AMIA | Using a Clinical Knowledge Base to Assess Comorbidity Interrelatedness Among Patients with Multiple Chronic Conditions. | Donna M. Zulman, Susana B. Martins, Yan Liu, Samson W. Tu, Brian B. Hoffman, Steven M. Asch, Mary K. Goldstein |
| 2015 | CHI | Leveraging and Integrating Eastern and Western Insights for Human Engagement Studies in HCI. | Effie Lai-Chong Law, Chaklam Silpasuwanchai, Xiangshi Ren, Jeffrey Bardzell, Torkil Clemmensen, Yan Liu |
| 2015 | CloudCom | Teaching Programming on Cloud: A Perspective Beyond Programming. | Yan Liu |
| 2015 | CLUSTER | Flexible Error Recovery Using Versions in Global View Resilience. | Nan Dun, Hajime Fujita, Aiman Fang, Yan Liu, Andrew A. Chien, Pavan Balaji, Kamil Iskra, Wesley Bland, Andrew R. Siegel |
| 2015 | COLT | Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification. | Dehua Cheng, Yu Cheng, Yan Liu, Richard Peng, Shang-Hua Teng |
| 2015 | GLOBECOM | An Empirical Study of Throughput Prediction in Mobile Data Networks. | Yan Liu, Jack Y. B. Lee |
| 2015 | ICCSA | A Tight Security Reduction Designated Verifier Proxy Signature Scheme Without Random Oracle. | Xiaoming Hu, Hong Lu, Yan Liu, Jian Wang, WenAn Tan |
| 2015 | ICML | Functional Subspace Clustering with Application to Time Series. | Mohammad Taha Bahadori, David C. Kale, Yingying Fan, Yan Liu |
| 2015 | ICML | HawkesTopic: A Joint Model for Network Inference and Topic Modeling from Text-Based Cascades. | Xinran He, Theodoros Rekatsinas, James R. Foulds, Lise Getoor, Yan Liu |
| 2015 | ICML | Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams. | Rose Yu, Dehua Cheng, Yan Liu |
| 2015 | ICNC | A strip level data layout strategy for heterogeneous parallel storage systems. | Xin Huang, Yizhi Huang, Yan Liu, Renfa Li, Xin Peng |
| 2015 | ICORES | Croujaction - A Novel Approach to Text-based Job Name Clustering with Correlation Analysis. | Zunhe Liu, Yan Liu, Xiao Yang, Shengyu Guo, Buyang Cao |
| 2015 | IGARSS | Detecting changes in high resolution remote sensing images using superpixels. | Hui Ru, Pingping Huang, Xun Sun, Yan Liu |
| 2014 | FM | MDP-Based Reliability Analysis of an Ambient Assisted Living System. | Yan Liu, Lin Gui, Yang Liu |
| 2014 | GLOBECOM | On adaptive video streaming with predictable streaming performance. | Yan Liu, Jack Y. B. Lee |
| 2014 | HPDC | A cloud computing approach to on-demand and scalable cybergis analytics. | Pierre Riteau, Myunghwa Hwang, Anand Padmanabhan, Yizhao Gao, Yan Liu, Kate Keahey, Shaowen Wang |
| 2014 | IC2E | Enabling A Load Adaptive Distributed Stream Processing Platform on Synchronized Clusters. | Xing Wu, Yan Liu |
| 2014 | ICCCN | Localized routing optimization for multi-access Mobile Nodes in PMIPv6. | Yan Liu, Xin Xu, Xi Ding, Yong Cui |
| 2014 | ICCS | Mesh Generation for 3D Geological Reservoirs with Arbitrary Stratigraphic Surface Constraints. | Huilin Xing, Yan Liu |
| 2014 | ICDM | Ups and Downs in Buzzes: Life Cycle Modeling for Temporal Pattern Discovery. | Yi Chang, Makoto Yamada, Antonio Ortega, Yan Liu |
| 2014 | ICDM | An Examination of Multivariate Time Series Hashing with Applications to Health Care. | David C. Kale, Dian Gong, Zhengping Che, Yan Liu, Grard G. Medioni, Randall C. Wetzel, Patrick Ross |
| 2014 | ICORES | An i* based Approach to Support Strategic Decision in Virtual Enterprise. | Clement Cherrey, Yan Liu |
| 2013 | AAAI | Video Saliency Detection via Dynamic Consistent Spatio-Temporal Attention Modelling. | Sheng-hua Zhong, Yan Liu, Feifei Ren, Jinghuan Zhang, Tongwei Ren |
| 2013 | CLUSTER | CyberGIS Gateway for enabling data-rich geospatial research and education. | Yan Liu, Anand Padmanabhan, Shaowen Wang |
| 2013 | ICCS | Surface Mesh Generation of Large-scale Digital Rock Images in 3D. | Yan Liu, Huilin Xing |
| 2013 | ICDAR | Stroke-Based Character Segmentation of Low-Quality Images on Ancient Chinese Tablet. | Xiaoqing Lu, Zhi Tang, Yan Liu, Liangcai Gao, Ting Wang, Zhipeng Wang |
| 2013 | ICDM | Accelerating Active Learning with Transfer Learning. | David C. Kale, Yan Liu |
| 2013 | ICIG | Multi-operator Image Retargeting Based on Automatic Quality Assessment. | Zhongyan Qiu, Tongwei Ren, Yan Liu, Jia Bei, Yang Yang |
| 2013 | ICOST | Challenges, Experiences and Lessons Learned from Deploying Patient Monitoring and Assistance System at Dementia Care Hostel. | Aung Aung Phyo Wai, Jinhong Kenneth Lin, Alwyn Vwen Yen Lee, Clifton Phua, Thibaut Tiberghien, Hamdi Aloulou, Yan Liu, Xian Zhang, Jit Biswas, Philip Lin Kiat Yap |
| 2013 | IGARSS | Radiometric-spatial analysis for ship detection in high resolution synthetic aperture radar images. | Wei Wang, Bin Liu, Hao Hu, Hui Zhang, Yan Liu, Wenxian Yu |
| 2013 | IGARSS | An efficient geography registration method for InSAR coherent change detection. | Wanjun Zhang, Hui Zhang, Wei Wang, Yan Liu, Yuanxiang Li, Wenxian Yu |
| 2012 | AAAI | Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning. | Yan Liu, Sheng-hua Zhong, Wenjie Li |
| 2012 | CogSci | Attention Modeling for Face Recognition via Deep Learning. | Sheng-hua Zhong, Yan Liu, Yao Zhang, Fu-Lai Chung |
| 2012 | EASE | An initial evaluation of requirements dependency types in change propagation analysis. | Juan Li, Liming Zhu, D. Ross Jeffery, Yan Liu, He Zhang, Qing Wang, Mingshu Li |
| 2012 | FM | Improved BDD-Based Discrete Analysis of Timed Systems. | Truong Khanh Nguyen, Jun Sun, Yang Liu, Jin Song Dong, Yan Liu |
| 2012 | ICDM | Granger Causality for Time-Series Anomaly Detection. | Huida Qiu, Yan Liu, Niranjan A. Subrahmanya, Weichang Li |
| 2012 | ICECCS | Formal Analysis of Pervasive Computing Systems. | Yan Liu, Xian Zhang, Jin Song Dong, Yang Liu, Jun Sun, Jit Biswas, Mounir Mokhtari |
| 2012 | ICML | Sparse-GEV: Sparse Latent Space Model for Multivariate Extreme Value Time Serie Modeling. | Yan Liu, Mohammad Taha Bahadori, Hongfei Li |
| 2012 | ICML | Collaborative Topic Regression with Social Matrix Factorization for Recommendation Systems. | Sanjay Purushotham, Yan Liu |
| 2012 | ICNC | A method to locate neighborhood of global optimum. | Qiwen Yang, Yan Liu, Shubin Wang, Yunchan Xue |
| 2012 | ICNC | Rolling prediction of single water quality parameter based on neural network. | Ying-ying Zhang, A. M. Vorontcov, Ji-chang Sun, Yan Liu, Guang-li Hou |
| 2012 | ICOST | ACARP: Auto Correct Activity Recognition Rules Using Process Analysis Toolkit (PAT). | Vwen Yen Lee, Yan Liu, Xian Zhang, Clifton Phua, Kelvin Sim, Jiaqi Zhu, Jit Biswas, Jin Song Dong, Mounir Mokhtari |
| 2012 | IGARSS | An approach on improving MODIS albedo product by using the information from MODIS LAI product. | Huazhu Xue, Jindi Wang, Han Ma, Yan Liu, Hu Zhang, Yonghua Qu |
| 2011 | AAAI | Detecting Multilingual and Multi-Regional Query Intent in Web Search. | Yi Chang, Ruiqiang Zhang, Srihari Reddy, Yan Liu |
| 2011 | AAAI | Ordinal Regression via Manifold Learning. | Yang Liu, Yan Liu, Keith C. C. Chan |
| 2011 | AAAI | Transfer Latent Semantic Learning: Microblog Mining with Less Supervision. | Dan Zhang, Yan Liu, Richard D. Lawrence, Vijil Chenthamarakshan |
| 2011 | APSCC | A Survey of Service Identification Strategies. | Simin Cai, Yan Liu, Xiaoping Wang |
| 2011 | EUC | RestThing: A Restful Web Service Infrastructure for Mash-Up Physical and Web Resources. | Weijun Qin, Qiang Li, Limin Sun, Hongsong Zhu, Yan Liu |
| 2011 | HCI | Multivariate Data Visualization: A Review from the Perception Aspect. | Yan Liu |
| 2011 | ICDM | Learning with Minimum Supervision: A General Framework for Transductive Transfer Learning. | Mohammad Taha Bahadori, Yan Liu, Dan Zhang |
| 2010 | AAAI | Learning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis. | Xi Chen, Yan Liu, Han Liu, Jaime G. Carbonell |
| 2010 | AAAI | Multilinear Maximum Distance Embedding Via L1-Norm Optimization. | Yang Liu, Yan Liu, Keith C. C. Chan |
| 2010 | CIKM | Collaboration analytics: mining work patterns from collaboration activities. | Qihua Wang, Hongxia Jin, Yan Liu |
| 2010 | CloudCom | Exploring Architecture Options for a Federated, Cloud-Based System Biology Knowledgebase. | Ian Gorton, Yan Liu, Jian Yin |
| 2010 | CVPR | Large-scale image retrieval with compressed Fisher vectors. | Florent Perronnin, Yan Liu, Jorge Snchez, Herv Poirier |
| 2010 | CVPR | Large-scale image categorization with explicit data embedding. | Florent Perronnin, Jorge Snchez, Yan Liu |
| 2010 | ECSA | An Architectural Approach to Composing Reputation-Based Distributed Services. | Suronapee Phoomvuthisarn, Yan Liu, Liming Zhu |
| 2010 | EUC | IOT Gateway: BridgingWireless Sensor Networks into Internet of Things. | Qian Zhu, Ruicong Wang, Qi Chen, Yan Liu, Weijun Qin |
| 2010 | ICDM | ALPOS: A Machine Learning Approach for Analyzing Microblogging Data. | Dan Zhang, Yan Liu, Richard D. Lawrence, Vijil Chenthamarakshan |
| 2010 | ICIP | Rapid image retargeting based on curve-edge grid representation. | Tongwei Ren, Yan Liu, Gangshan Wu |
| 2010 | ICIP | A semantic no-reference image sharpness metric based on top-down and bottom-up saliency map modeling. | Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung |
| 2010 | ICML | Learning Temporal Causal Graphs for Relational Time-Series Analysis. | Yan Liu, Alexandru Niculescu-Mizil, Aurlie C. Lozano, Yong Lu |
| 2010 | ICNC | Local flow regime identification for boiling two-phase flow by BP neural networks approach. | Yan Liu, Shao-feng Zhang |
| 2009 | CIKM | Graph-based transfer learning. | Jingrui He, Yan Liu, Richard D. Lawrence |
| 2009 | CIS | Optimization of Logistics Nodes in Dynamic Location with a Multi-objective Evolutionary Algorithm. | Yan Liu, Lei Fan, Yuping Wang, Qianli Dong |
| 2009 | CVPR | Modeling images as mixtures of reference images. | Florent Perronnin, Yan Liu |
| 2009 | CVPR | A family of contextual measures of similarity between distributions with application to image retrieval. | Florent Perronnin, Yan Liu, Jean-Michel Renders |
| 2009 | ICDCS | QVS: Quality-Aware Voice Streaming for Wireless Sensor Networks. | Liqun Li, Guoliang Xing, Limin Sun, Yan Liu |
| 2009 | ICML | Topic-link LDA: joint models of topic and author community. | Yan Liu, Alexandru Niculescu-Mizil, Wojciech Gryc |
| 2009 | ICNC | A Neural Network Model for Chinese Character Perception. | Jiawei Chen, Yan Liu, Qinghua Chen, Liujun Chen, Fukang Fang |
| 2009 | ICNC | Chinese Character Learning by Synchronization in Wilson-Cowan Oscillatory Neural Networks. | Jiaxin Cui, Yan Liu, Jiawei Chen, Liujun Chen, Fukang Fang |
| 2009 | ICNC | Burst Spike Trains Recognition Based on the Dynamic Properties of Hodgkin-Huxley Neurons and Synapses. | Yan Liu, Liujun Chen, Jiawei Chen, Jiaxin Cui, Fukang Fang |
| 2009 | ICNC | Analysis of Neurodynamics on Phase Neural Coding in the Presence of Inhibitory Neurons. | Yan Liu, Rubin Wang, Zhikang Zhang, Xianfa Jiao |
| 2008 | APSCC | A New Approach to Web Services Characterization. | Yan Liu, Mingguang Zhuang, Qingling Wang, Guannan Zhang |
| 2008 | APSEC | Resource-Oriented Architecture for Business Processes. | Xiwei Xu, Liming Zhu, Yan Liu, Mark Staples |
| 2008 | APWEB | A Novel and Effective Method for Web System Tuning Based on Feature Selection. | Shi Feng, Yan Liu, Daling Wang, Derong Shen |
| 2008 | BPM | On Combining WS-Policy4MASC and ASF to Support Business-Driven Autonomic Service-Oriented Computing. | Vladimir Tosic, Yan Liu, Liming Zhu |
| 2008 | CIS | Research on the Business Operation Model Based on Semantic Web Service and MAS. | Hao Xu, Lixin Shen, Xinlian Xie, Qinglian Wang, Yan Liu, Kejia Wang |
| 2008 | COMPSAC | Reengineering Legacy Systems with RESTful Web Service. | Yan Liu, Qingling Wang, Mingguang Zhuang, Yunyun Zhu |
| 2008 | COMPSAC | A Context-Aware Policy Model to Support Autonomic Networking. | John Strassner, Yan Liu, Jing Zhang |
| 2008 | CVPR | A similarity measure between unordered vector sets with application to image categorization. | Yan Liu, Florent Perronnin |
| 2008 | HPCC | EvoRAID: Adaptation to Dynamic Change of Disks in Storage System. | Yan Liu, Changsheng Xie, Huaiyang Li, Zhaobin Liu |
| 2008 | ICDM | Graph-Based Rare Category Detection. | Jingrui He, Yan Liu, Richard D. Lawrence |
| 2008 | ICDM | Full-Reference Quality Assessment for Video Summary. | Tongwei Ren, Yan Liu, Gangshan Wu |
| 2008 | ICIW | A Novel Approach for Service Capabilities Representation Based on Statistical Study on WSDL. | Yan Liu, Mingguang Zhuang, Qingling Wang, Hanli Wang |
| 2008 | ICIW | UTISP: An Urban Traffic Information Portal Based on WebGIS. | Yan Liu, Mingguang Zhuang, Qingling Wang, Biao Yu |
| 2008 | ICNC | A Neural Network Model for Concept Formation. | Jiawei Chen, Yan Liu, Qinghua Chen, Jiaxin Cui, Fukang Fang |
| 2008 | ICNC | Dynamic Neural Network for Recognizing Interspike Interval Sequences. | Yan Liu, Liujun Chen, Jiawei Chen, Qinghua Chen, Fukang Fang |
| 2008 | ICPP | Fast Source Switching for Gossip-Based Peer-to-Peer Streaming. | Zhenhua Li, Jiannong Cao, Guihai Chen, Yan Liu |
| 2007 | APWEB | Email Community Detection Using Artificial Ant Colony Clustering. | Yan Liu, QingXian Wang, Qiang Wang, Qing Yao, Yao Liu |
| 2007 | COMPSAC | Performance Prediction of Service-Oriented Applications based on an Enterprise Service Bus. | Yan Liu, Ian Gorton, Liming Zhu |
| 2007 | HCI | Interactive Visual Decision Tree Classification. | Yan Liu, Gavriel Salvendy |
| 2007 | ICCS | Discussion on the Spike Train Recognition Mechanisms in Neural Circuits. | Yan Liu, Liujun Chen, Jiawei Chen, Fangfeng Zhang, Fukang Fang |
| 2007 | ICIP | Software Pipelines Design for Variable Block-Size Motion Estimation with Large Search Range. | Zhigang Yang, Wen Gao, Yan Liu, Debin Zhao |
| 2007 | ICIP | DSP Implementation of Deblocking Filter for AVS. | Zhigang Yang, Wen Gao, Yan Liu, Debin Zhao |
| 2007 | ICNC | Dispensability of Bias for Three-layer Max-min Fuzzy Neural Networks. | Jie Yang, Long Li, Yan Liu |
| 2007 | IJCAI | Graph-Based Semi-Supervised Learning as a Generative Model. | Jingrui He, Jaime G. Carbonell, Yan Liu |
| 2007 | IJCAI | Protein Quaternary Fold Recognition Using Conditional Graphical Models. | Yan Liu, Jaime G. Carbonell, Vanathi Gopalakrishnan, Peter Weigele |
| 2006 | CATA | Decomposition of XML Path Expressions. | Yan Liu, Gongzhu Hu |
| 2006 | CSCWD | Web Service Success Factors from Users' Behavioral Perspective. | Yingwu Chen, Yan Liu, Changfeng Zhou |
| 2006 | HPDC | A High Throughput Approach to Combinatorial Search on Grids. | Yan Liu, Alberto Maria Segre, Shaowen Wang |
| 2005 | ADMA | Clustering with Noising Method. | Yongguo Liu, Yan Liu, Kefei Chen |
| 2005 | COMPSAC | Novelty Detection for a Neural Network-Based Online Adaptive System. | Yan Liu, Bojan Cukic, Edgar Fuller, Srikanth Gururajan, Sampath Yerramalla |
| 2005 | ICML | Predicting protein folds with structural repeats using a chain graph model. | Yan Liu, Eric P. Xing, Jaime G. Carbonell |
| 2005 | ICMLC | Data Migration in RAID Based on Stripe Unit Heat. | Yan Liu, Changsheng Xie, Huaiyang Li, Zhen Zhao |
| 2005 | ICNC | Predicting with Confidence - An Improved Dynamic Cell Structure. | Yan Liu, Bojan Cukic, Michael Jiang, Zhiwei Xu |
| 2005 | IGARSS | Remote sensing linked modeling of the aboveground biomass of semiarid grassland in Inner Mongolia. | Xiaoming Feng, Yingshi Zhao, Yan Liu |
| 2004 | COMPSAC | Adaptive Control Software: Can We Guarantee Safety? | Yan Liu, Sampath Yerramalla, Edgar Fuller, Bojan Cukic, Srikanth Gururajan |
| 2004 | ICASSP | Improved rate allocation method based on sliding window for FGS video bit-stream. | Yan Liu, Guihua Er, Qionghai Dai |
| 2004 | ICML | Kernel conditional random fields: representation and clique selection. | John D. Lafferty, Xiaojin Zhu, Yan Liu |
| 2003 | DSN | Software Aging and Multifractality of Memory Resources. | Mark Shereshevsky, Jonathan Crowell, Bojan Cukic, Vijai Gandikota, Yan Liu |
| 2003 | ICASSP | On predicting rare classes with SVM ensembles in scene classification. | Rong Yan, Yan Liu, Rong Jin, Alexander G. Hauptmann |
| 2002 | CIKM | Boosting to correct inductive bias in text classification. | Yan Liu, Yiming Yang, Jaime G. Carbonell |
| 2001 | CAINE | Visualization of Real Three-Dimensional Objects. | Qiong Huang, Yan Liu, Gongzhu Hu |
| 2001 | CSCWD | Supporting Group Awareness in Collaborative Design. | Yan Liu, Yuanchun Shi, Guangyou Xu |
| 2001 | GI | Wissensmanagement zur Untersttzung der Technologiefrhaufklrung. | Hartwig Grabowski, Yan Liu, Markus Hhnel, Maik Schulze |
| 1990 | AIMSA | Rule-Based Mechanism for Constraint Checking in Logic Programs. | Elmar Eder, Yan Liu |