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Han Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

273

Venues

77

Active years

2004–2026

Best venue rank

A*

Where they publish

Papers

273 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIMRT: Learning Compact Representations with Mixed RWKV-Transformer for Extreme Image Compression.Han Liu, Hengyu Man, Xingtao Wang, Wenrui Li, Debin Zhao
2026AAAIKnowLCP: Knowledge Augmented Lane Change Prediction for Autonomous Driving.Yuhuan Lu, Pengpeng Xu, Wei Wang, Zhen Zhang, Han Liu, Xiping Hu
2026AAAIBiO-HMC: Dynamic Human-Machine Collaboration for Consensus Decision-Making via Bilevel Optimization.Yinghui Pan, Shuaijie Zhao, Shenbao Yu, Zongyang Liu, Yifeng Zeng, Han Liu, Mingwei Lin
2026ACLPru-CoT: Towards Efficient Reasoning Distillation via Pruning Chain-of-Thought.Han Liu, Shuotian Ma, Hui Li, Xiaotong Zhang, Fenglong Ma, Hong Yu
2026ACLUncertainty-Aware Contrastive Sentence Embedding With Local Context Representation for Text Classification.Han Liu, Jiaqing Zhan, Zhichao Chen, Qin Zhang
2026ACLEfficient 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
2026ACLMolMem: Memory-Augmented Agentic Reinforcement Learning for Sample-Efficient Molecular Optimization.Ziqing Wang, Yibo Wen, Abhishek Pandey, Han Liu, Kaize Ding
2026ACLA Survey of Large Language Models for Text-Guided Molecular Discovery: From Molecule Generation to Optimization.Ziqing Wang, Kexin Zhang, Zihan Zhao, Yibo Wen, Abhishek Pandey, Han Liu, Kaize Ding
2026ACLTIGER: Text-Informed Generalized Enzyme-Reaction Retrieval.Yuhang Zhang, Keyan Ding, Peilin Chen, Han Liu, Can Lin, Ruixi Chen, Shiqi Wang, Qi Song
2026ACLProgressLM: Towards Progress Reasoning in Vision-Language Models.Jianshu Zhang, Chengxuan Qian, Haosen Sun, Haoran Lu, Dingcheng Wang, Letian Xue, Han Liu
2026EACLDS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning.Ruiyao Xu, Noelle I. Samia, Han Liu
2026EACLPromptFE: Automated Feature Engineering by Prompting.Yufeng Zou, Jean Utke, Diego Klabjan, Han Liu
2026EuroParOmniZK: A Versatile Accelerator Architecture for Zero-Knowledge Proofs.Zhengbang Yang, Lutan Zhao, Han Liu, Kai Li, Rui Hou
2026HCIImmersive Interface Design for Traditional Medicine Education: A VR-Based Interactive System for Biological Knowledge.Han Liu, Liang Tan, Huimin Qu
2026ISLPEDCFoM-GS: An Anchor Gaussian Splatting Training Accelerator with Chunk-wise Footprint Matching.Yiyang Sun, Han Liu, Renati Tuerhong, Tianyu Jia
2026KDDRUQuant: Towards Refining Uniform Quantization for Large Language Models.Han Liu, Haotian Gao, Changya Li, Feng Zhang, Xiaotong Zhang, Wei Wang, Hong Yu
2026KSEMSME: A Sub-Model Ensembling Approach of Bilinear Models for Knowledge Graph Completion.Si Cen, Han Liu
2026WWWGreen Industrial Engineering on the Web: Agent-Driven Ant Colony Optimization Tuning for Energy-Efficient 3D Pipe Routing.Xuanhan Fan, Rui Ding, Haojie Liu, Jibin Zhou, Han Liu, Yuanman Li, Wei Wang, Mao Ye
2026WWWSEP-Attack: A Simple and Effective Paradigm for Transfer-Based Textual Adversarial Attack.Han Liu, Zhi Xu, Xiaotong Zhang, Feng Zhang, Xiaoming Xu, Wei Wang, Fenglong Ma, Hong Yu
2026SPURLcoat: Exploiting Web Search Capability to Jailbreak Large Language Models.Yiheng Sun, Linkang Du, Zhou Su, Yuntao Wang, Han Liu
2025AAAIMulti-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning.Han Liu, Yuanyuan Wang, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hong Yu
2025AAAIEGSRAL: An Enhanced 3D Gaussian Splatting Based Renderer with Automated Labeling for Large-Scale Driving Scene.Yixiong Huo, Guangfeng Jiang, Hongyang Wei, Ji Liu, Song Zhang, Han Liu, Xingliang Huang, Mingjie Lu, Jinzhang Peng, Dong Li, Lu Tian, Emad Barsoum
2025AAAIUncertainty-Aware Contrastive Learning with Hard Negative Sampling for Code Search Tasks.Han Liu, Jiaqing Zhan, Qin Zhang
2025AAAIDual-View Interaction-Aware Lane Change Prediction for Autonomous Driving.Yuhuan Lu, Zhen Zhang, Rufan Bai, Han Liu, Wei Wang
2025ACLShadow-Activated Backdoor Attacks on Multimodal Large Language Models.Ziyi Yin, Muchao Ye, Yuanpu Cao, Jiaqi Wang, Aofei Chang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
2025ACLAdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection.Han Liu, Changya Li, Xiaotong Zhang, Feng Zhang, Fenglong Ma, Wei Wang, Hong Yu
2025ADMAAdaptive Non-disjoint Discretization for Tree Augmented Naive Bayes.Han Liu, Yafei Zhang, Jingjing Xu, Pei Lv, Huan Zhang
2025AISTATSStatistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory.Zhi Zhang, Chris Chow, Yasi Zhang, Yanchao Sun, Haochen Zhang, Eric Hanchen Jiang, Han Liu, Furong Huang, Yuchen Cui, Oscar Hernan Madrid Padilla
2025CVPRImproving Accuracy and Calibration via Differentiated Deep Mutual Learning.Han Liu, Peng Cui, Bingning Wang, Weipeng Chen, Yupeng Zhang, Jun Zhu, Xiaolin Hu
2025DACResilient Federated Learning on Embedded Devices with Constrained Network Connectivity.Zihan Li, Han Liu, Ao Li, Ching-Hsiang Chan, Yevgeniy Vorobeychik, William Yeoh, Wenjing Lou, Ning Zhang
2025ECAIReasoning Optimization of Multi-Agent Systems via Abstract Domain Semantics.Lin Ao, Han Liu, Huafeng Zhang
2025EMNLPEcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models.Han Liu, Ruoyao Wen, Srijith Nair, Jia Liu, Wenjing Lou, Chongjie Zhang, William Yeoh, Yevgeniy Vorobeychik, Ning Zhang
2025HPCALegoZK: A Dynamically Reconfigurable Accelerator for Zero-Knowledge Proof.Zhengbang Yang, Lutan Zhao, Peinan Li, Han Liu, Kai Li, Boyan Zhao, Dan Meng, Rui Hou
2025ICASSPNon-Autoregressive Image Captioning with Multi-Label Classification and Self-Critical Sequence Training.Yuanqiu Liu, Hong Yu, Hui Li, Xiaotong Zhang, Xin Han, Han Liu
2025ICIGA Two-Stage Multimodal Remote Sensing Image Registration Network with Deformation-Refined Affine Transformation.Wenqing Wang, Kunpeng Mu, Wenhao Sun, Han Liu
2025ICLRComputational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models.Jerry Yao-Chieh Hu, Maojiang Su, En-Jui Kuo, Zhao Song, Han Liu
2025ICLRFundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency.Jerry Yao-Chieh Hu, Wei-Po Wang, Ammar Gilani, Chenyang Li, Zhao Song, Han Liu
2025ICLROn Statistical Rates of Conditional Diffusion Transformers: Approximation, Estimation and Minimax Optimality.Jerry Yao-Chieh Hu, Weimin Wu, Yi-Chen Lee, Yu-Chao Huang, Minshuo Chen, Han Liu
2025ICLRChain-of-Action: Faithful and Multimodal Question Answering through Large Language Models.Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu
2025ICMLNonparametric Modern Hopfield Models.Jerry Yao-Chieh Hu, Bo-Yu Chen, Dennis Wu, Feng Ruan, Han Liu
2025ICMLFast and Low-Cost Genomic Foundation Models via Outlier Removal.Haozheng Luo, Chenghao Qiu, Maojiang Su, Zhihan Zhou, Zoe Mehta, Guo Ye, Jerry Yao-Chieh Hu, Han Liu
2025ICMLIn-Context Learning as Conditioned Associative Memory Retrieval.Weimin Wu, Teng-Yun Hsiao, Jerry Yao-Chieh Hu, Wenxin Zhang, Han Liu
2025ICMLIn-Context Deep Learning via Transformer Models.Weimin Wu, Maojiang Su, Jerry Yao-Chieh Hu, Zhao Song, Han Liu
2025IJCAIECG2TOK: ECG Pre-Training with Self-Distillation Semantic Tokenizers.Xiaoyan Yuan, Wei Wang, Han Liu, Jian Chen, Xiping Hu
2025IROSEANS: Reducing Energy Consumption for UAV with an Environmental Adaptive Navigation Strategy.Tian Liu, Han Liu, Boyang Li, Long Chen, Kai Huang
2025IROSA Monocular Vision-based Robotic Arm Teleoperation Method for Human Arm Configuration Imitation.Jindong Xiang, Zhijie Pan, Baichuan Wang, Ruiqi Xiang, Han Liu, Mengtang Li
2025IROSA Partition-Learning-Selection-Augmentation (PLSA) Framework to Solve Forward Kinematics of Parallel Robots.Ruiqi Xiang, Yongyin Ye, Xiyu Wang, Jindong Xiang, Han Liu, Mengtang Li
2025KDDSEPTQ: A Simple and Effective Post-Training Quantization Paradigm for Large Language Models.Han Liu, Haotian Gao, Xiaotong Zhang, Changya Li, Feng Zhang, Wei Wang, Fenglong Ma, Hong Yu
2025KDDInput Snapshots Fusion for Scalable Discrete-Time Dynamic Graph Neural Networks.QingGuo Qi, Hongyang Chen, Minhao Cheng, Han Liu
2025KDDTowards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift.Tianrun Yu, Jiaqi Wang, Haoyu Wang, Mingquan Lin, Han Liu, Nelson S. Yee, Fenglong Ma
2025MICCAIPanDx: AI-Assisted Early Detection of Pancreatic Ductal Adenocarcinoma on Contrast-Enhanced CT.Han Liu, Riqiang Gao, Eileen Krieg, Sasa Grbic
2025MICCAIA Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage.Youngjin Yoo, Bogdan Georgescu, Yanbo Zhang, Sasa Grbic, Han Liu, Gabriela D. Aldea, Thomas J. Re, Jyotipriya Das, Poikavila Ullaskrishnan, Eva Eibenberger, Andrei Chekkoury, Uttam Bodanapally, Savvas Nicolaou, Pina C. Sanelli, Thomas J. Schroeppel, Yvonne W. Lui, Eli Gibson
2025NAACLSEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification.Han Liu, Shuqin Li, Xiaotong Zhang, Yuanyuan Wang, Feng Zhang, Hongyang Chen, Hong Yu
2025NAACLPairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection.Xiaotong Zhang, Qianru Zhou, Han Liu, Hong Yu
2025NDSSIncorporating Gradients to Rules: Towards Lightweight, Adaptive Provenance-based Intrusion Detection.Lingzhi Wang, Xiangmin Shen, Weijian Li, Zhenyuan Li, R. Sekar, Han Liu, Yan Chen
2025SMCPETformer: Prototype-Enhanced Transformer with Multi-Scale Convolution Attention for Multivariate Time Series Anomaly Detection.Han Liu, Qianchen Ren, Yuliang Tang, Shaozi Li
2025SMCA Two-Stage GNN for Joint UAV Positioning and Relay Routing.Qianchen Ren, Han Liu, Yuliang Tang, Shaozi Li
2025SiggraphAThe Last Mile to Production Readiness: Physics-Based Motion Refinement for Video-Based Capture.Tianxin Tao, Han Liu, Hung Yu Ling
2024AAAIVQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models.Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
2024AAAIDepression Detection via Capsule Networks with Contrastive Learning.Han Liu, Changya Li, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang
2024AAAILiberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing.Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang
2024AAAIA Goal Interaction Graph Planning Framework for Conversational Recommendation.Xiaotong Zhang, Xuefang Jia, Han Liu, Xinyue Liu, Xianchao Zhang
2024ACLSELP: A Semantically-Driven Approach for Separated and Accurate Class Prototypes in Few-Shot Text Classification.Wenxin Liang, Tingyu Zhang, Han Liu, Feng Zhang
2024AISTATSMultivariate Time Series Forecasting By Graph Attention Networks With Theoretical Guarantees.Zhi Zhang, Weijian Li, Han Liu
2024CIKMExploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective.Dandan Ni, Sheng Zhang, Cong Deng, Han Liu, Gang Chen, Minhao Cheng, Hongyang Chen
2024CSCWDSecurity and Efficient Data Verification Protocol for Distributed Database based on Zero-knowledge Proof.Han Liu, Yunxu Bai
2024EMNLPA Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection.Xiaotong Zhang, Xinyi Li, Feng Zhang, Zhiyi Wei, Junfeng Liu, Han Liu
2024EMNLPBIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models.Aofei Chang, Jiaqi Wang, Han Liu, Parminder Bhatia, Cao Xiao, Ting Wang, Fenglong Ma
2024EMNLPLet's Ask GNN: Empowering Large Language Model for Graph In-Context Learning.Zhengyu Hu, Yichuan Li, Zhengyu Chen, Jingang Wang, Han Liu, Kyumin Lee, Kaize Ding
2024EMNLPSequential LLM Framework for Fashion Recommendation.Han Liu, Xianfeng Tang, Tianlang Chen, Jiapeng Liu, Indu Indu, Henry Peng Zou, Peng Dai, Roberto F. Galn, Michael D. Porter, Dongmei Jia, Ning Zhang, Lian Xiong
2024ICANNAlignment-Enhanced Network for Temporal Language Grounding in Videos.Hong Yu, Yu Zhang, Yuanqiu Liu, Hui Li, Han Liu
2024ICASSPBoosting Zero-Shot Node Classification via Dependency Capture and Discriminative Feature Learning.Wenxin Liang, Zhiliang Hao, Han Liu, Hongyang Chen
2024ICASSPNew Intent Discovery with Multi-View Clustering.Han Liu, Junjie Sun, Xiaotong Zhang, Hongyang Chen
2024ICASSPContinual Learning with Class-Level Minimally Interfered Update.Guanglu Wang, Xianchao Zhang, Han Liu, Xiaotong Zhang, Jie Mu, Wentao Yang, Linlin Zong
2024ICDCSDemo: Specy Network - Trusted Multichain Automation with Verifiable Specifications.Shaojie Liu, Hongbo Zhao, Han Liu
2024ICLRDNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes.Zhihan Zhou, Yanrong Ji, Weijian Li, Pratik Dutta, Ramana V. Davuluri, Han Liu
2024ICLRBeyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints.Chaoqi Wang, Yibo Jiang, Chenghao Yang, Han Liu, Yuxin Chen
2024ICLRSTanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction.Dennis Wu, Jerry Yao-Chieh Hu, Weijian Li, Bo-Yu Chen, Han Liu
2024ICMLOutlier-Efficient Hopfield Layers for Large Transformer-Based Models.Jerry Yao-Chieh Hu, Pei-Hsuan Chang, Haozheng Luo, Hong-Yu Chen, Weijian Li, Wei-Po Wang, Han Liu
2024ICMLOn Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis.Jerry Yao-Chieh Hu, Thomas Lin, Zhao Song, Han Liu
2024ICMLUniform Memory Retrieval with Larger Capacity for Modern Hopfield Models.Dennis Wu, Jerry Yao-Chieh Hu, Teng-Yun Hsiao, Han Liu
2024ICMLBiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model.Chenwei Xu, Yu-Chao Huang, Jerry Yao-Chieh Hu, Weijian Li, Ammar Gilani, Hsi-Sheng Goan, Han Liu
2024ICPRDual Branch Non-Autoregressive Image Captioning.Yuanqiu Liu, Hong Yu, Hui Li, Xin Han, Han Liu
2024IROSAn Efficient Position Reconfiguration Approach for Maximizing Lifetime of Fixed-wing Swarm Drones.Han Liu, Tian Liu, Mingyue Cui, Yunxiao Shan, Shuai Zhao, Kai Huang
2024ICRADOSGuo Ye, Qinjie Lin, Zening Luo, Han Liu
2024ICSEGPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis.Yuqiang Sun, Daoyuan Wu, Yue Xue, Han Liu, Haijun Wang, Zhengzi Xu, Xiaofei Xie, Yang Liu
2024ISNNAudio-LLM: Activating the Capabilities of Large Language Models to Comprehend Audio Data.Dongting Li, Chenchong Tang, Han Liu
2024ISSTAPatchFinder: A Two-Phase Approach to Security Patch Tracing for Disclosed Vulnerabilities in Open-Source Software.Kaixuan Li, Jian Zhang, Sen Chen, Han Liu, Yang Liu, Yixiang Chen
2024MICCAIAdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation.Dewei Hu, Hao Li, Han Liu, Jiacheng Wang, Xing Yao, Daiwei Lu, Ipek Oguz
2024MICCAIPRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts.Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2024NAACLEIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM.Henry Peng Zou, Gavin Heqing Yu, Ziwei Fan, Dan Bu, Han Liu, Peng Dai, Dongmei Jia, Cornelia Caragea
2024SIGIRLabel Hierarchical Structure-Aware Multi-Label Few-Shot Intent Detection via Prompt Tuning.Xiaotong Zhang, Xinyi Li, Han Liu, Xinyue Liu, Xianchao Zhang
2024SPPlease Tell Me More: Privacy Impact of Explainability through the Lens of Membership Inference Attack.Han Liu, Yuhao Wu, Zhiyuan Yu, Ning Zhang
2024SDMAutomated Fusion of Multimodal Electronic Health Records for Better Medical Predictions.Suhan Cui, Jiaqi Wang, Yuan Zhong, Han Liu, Ting Wang, Fenglong Ma
2023AAAISSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack.Han Liu, Zhi Xu, Xiaotong Zhang, Xiaoming Xu, Feng Zhang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang
2023AAAIBoosting Few-Shot Text Classification via Distribution Estimation.Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Fenglong Ma, Xiao-Ming Wu, Hongyang Chen, Hong Yu, Xianchao Zhang
2023AAAIIsing-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty.Zhenyu Pan, Anshujit Sharma, Jerry Yao-Chieh Hu, Zhuo Liu, Ang Li, Han Liu, Michael C. Huang, Tong Geng
2023ACLAligning Offline Metrics and Human Judgments of Value for Code Generation Models.Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu, Saleema Amershi
2023CIKMBoosting Meta-Learning Cold-Start Recommendation with Graph Neural Network.Han Liu, Hongxiang Lin, Xiaotong Zhang, Fenglong Ma, Hongyang Chen, Lei Wang, Hong Yu, Xianchao Zhang
2023CVPRSlowLiDAR: Increasing the Latency of LiDAR-Based Detection Using Adversarial Examples.Han Liu, Yuhao Wu, Zhiyuan Yu, Yevgeniy Vorobeychik, Ning Zhang
2023CVPRRIATIG: Reliable and Imperceptible Adversarial Text-to-Image Generation with Natural Prompts.Han Liu, Yuhao Wu, Shixuan Zhai, Bo Yuan, Ning Zhang
2023DACIP Protection in TinyML.Jinwen Wang, Yuhao Wu, Han Liu, Bo Yuan, Roger D. Chamberlain, Ning Zhang
2023ECAIBoosting Visual Question Answering Through Geometric Perception and Region Features.Hong Yu, Zhiyue Wang, Yuanqiu Liu, Han Liu
2023ICA3PPAccelerated Optimization for Simulation of Brain Spiking Neural Network on GPGPUs.Fangzhou Zhang, Mingyue Cui, Jiakang Zhang, Yehua Ling, Han Liu, Kai Huang
2023ICASSPEnd-to-End Non-Autoregressive Image Captioning.Hong Yu, Yuanqiu Liu, Baokun Qi, Zhaolong Hu, Han Liu
2023ICASSPKnowledge-Aware Graph Convolutional Network with Utterance-Specific Window Search for Emotion Recognition In Conversations.Xiaotong Zhang, Peng He, Han Liu, Zhengxi Yin, Xinyue Liu, Xianchao Zhang
2023ICASSPTRICL: Triplet Continual Learning.Xianchao Zhang, Guanglu Wang, Xiaotong Zhang, Han Liu, Zhengxi Yin, Wentao Yang
2023ICLRReal-Time Image Demoiring on Mobile Devices.Yuxin Zhang, Mingbao Lin, Xunchao Li, Han Liu, Guozhi Wang, Fei Chao, Shuai Ren, Yafei Wen, Xiaoxin Chen, Rongrong Ji
2023ICLRLearning Human-Compatible Representations for Case-Based Decision Support.Han Liu, Yizhou Tian, Chacha Chen, Shi Feng, Yuxin Chen, Chenhao Tan
2023ICMLFeature Programming for Multivariate Time Series Prediction.Alex Daniel Reneau, Jerry Yao-Chieh Hu, Ammar Gilani, Han Liu
2023ICMLCAn End-to-End Training Method to Ensemble Bi-Linear Models for Knowledge Graph Completion.Si Cen, Han Liu, Chao Liu, Xiaoying Zou, Guoquan Dai, Xizhao Wang
2023ICMLCAdaptive Selection of BERT Layer for Multi-Label Text Classification.Zhichao Chen, Han Liu, Qin Zhang
2023ICMLCRecent Advancements and Challenges in Multimodal Sentiment Analysis: A Survey.Zhen-Xun Dong, Han Liu
2023ICMLCFederated Reinforcement Learning for Sharing Experiences Between Multiple Workers.Wenliang Feng, Han Liu, Xiaogang Peng
2023ICMLCBinary Decomposition for Multi-Class Classification Problems: Development and Applications.Peiwei Li, Han Liu
2023ICMLCNumerical Embedding of Categorical Features in Tabular Data: A Survey.Qianxi Qiu, Han Liu
2023ICMLCDe-Biasing Methods in Neural Networks: A Survey.Yixin Wang, Han Liu
2023ICPADSEdgeAnchor: A Rapid and Balanced File Storage Strategy at the Network Edge.Han Liu, Xingrui Xie, Zhuopu Zhang, Geyao Cheng, Lailong Luo, Deke Guo
2023IJCAIBoosting Decision-Based Black-Box Adversarial Attack with Gradient Priors.Han Liu, Xingshuo Huang, Xiaotong Zhang, Qimai Li, Fenglong Ma, Wei Wang, Hongyang Chen, Hong Yu, Xianchao Zhang
2023ICRAEMS: A Massive Computational Experiment Management System towards Data-driven Robotics.Qinjie Lin, Guo Ye, Han Liu
2023ISCASAn 800G Integrated Silicon-Photonic Transmitter based on 16-Channel Mach-Zehnder Modulator and Co-Designed 5.35pJ/bit CMOS Drivers.Jingbo Shi, Han Liu, Tao Yang, Ming Jin, Haowen Shu, Fenghe Yang, Lei Shi, Yuansheng Tao, Jianrui Deng, Ruixuan Chen, Changhao Han, Jian Liu, Nanjian Wu, Nan Qi, Liyuan Liu
2023ISSTAA Comprehensive Study on Quality Assurance Tools for Java.Han Liu, Sen Chen, Ruitao Feng, Chengwei Liu, Kaixuan Li, Zhengzi Xu, Liming Nie, Yang Liu, Yixiang Chen
2023KDDPAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text.Muchao Ye, Jinghui Chen, Chenglin Miao, Han Liu, Ting Wang, Fenglong Ma
2023MICCAIA Unified Deep-Learning-Based Framework for Cochlear Implant Electrode Array Localization.Yubo Fan, Jianing Wang, Yiyuan Zhao, Rui Li, Han Liu, Robert F. Labadie, Jack H. Noble, Benoit M. Dawant
2023MICCAIMAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities.Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
2023MICCAILearning Site-Specific Styles for Multi-institutional Unsupervised Cross-Modality Domain Adaptation.Han Liu, Yubo Fan, Zhoubing Xu, Benoit M. Dawant, Ipek Oguz
2023MICCAICOLosSAL: A Benchmark for Cold-Start Active Learning for 3D Medical Image Segmentation.Han Liu, Hao Li, Xing Yao, Yubo Fan, Dewei Hu, Benoit M. Dawant, Vishwesh Nath, Zhoubing Xu, Ipek Oguz
2023WWWMeta-Generator Enhanced Multi-Domain Recommendation.Yingyi Zhang, Xianneng Li, Yahe Yu, Jian Tang, Huanfang Deng, Junya Lu, Yeyin Zhang, Qiancheng Jiang, Yunsen Xian, Liqian Yu, Han Liu
2022AAAICross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving.Li Wang, Dong Li, Han Liu, Jinzhang Peng, Lu Tian, Yi Shan
2022ACSACCloak: Transitioning States on Legacy Blockchains Using Secure and Publicly Verifiable Off-Chain Multi-Party Computation.Qian Ren, Yingjun Wu, Han Liu, Yue Li, Anne Victor, Hong Lei, Lei Wang, Bangdao Chen
2022CCSWhen Evil Calls: Targeted Adversarial Voice over IP Network.Han Liu, Zhiyuan Yu, Mingming Zha, XiaoFeng Wang, William Yeoh, Yevgeniy Vorobeychik, Ning Zhang
2022ICANNARB U-Net: An Improved Neural Network for Suprapatellar Bursa Effusion Ultrasound Image Segmentation.Zhengyu Wang, Qi Yang, Han Liu, Le Mao, Haijiang Zhu, Xiaoyu Gao
2022ICLRReinforcement Learning under a Multi-agent Predictive State Representation Model: Method and Theory.Zhi Zhang, Zhuoran Yang, Han Liu, Pratap Tokekar, Furong Huang
2022ICMLBregman Proximal Langevin Monte Carlo via Bregman-Moreau Envelopes.Tim Tsz-Kit Lau, Han Liu
2022ICPRData-Efficient Deep Reinforcement Learning with Symmetric Consistency.Xianchao Zhang, Wentao Yang, Xiaotong Zhang, Han Liu, Guanglu Wang
2022IPECResearch and Application of Range Anxiety in Electric Vehicle Drivers.Han Liu, Shaofei Wu
2022IROSFrom Timing Variations to Performance Degradation: Understanding and Mitigating the Impact of Software Execution Timing in SLAM.Ao Li, Han Liu, Jinwen Wang, Ning Zhang
2022ISCASSNNIM: A 10T-SRAM based Spiking-Neural-Network-In-Memory architecture with capacitance computation.Bo Wang, Chen Xue, Han Liu, Xiang Li, Anran Yin, Zhongyuan Feng, Yuyao Kong, Tianzhu Xiong, Haiming Hsu, Yongliang Zhou, An Guo, Yufei Wang, Jun Yang, Xin Si
2022KDDLabel-enhanced Prototypical Network with Contrastive Learning for Multi-label Few-shot Aspect Category Detection.Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Junjie Sun, Hong Yu, Xianchao Zhang
2022MICCAISurvival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomic, and Demographic Data.Can Cui, Han Liu, Quan Liu, Ruining Deng, Zuhayr Asad, Yaohong Wang, Shilin Zhao, Haichun Yang, Bennett A. Landman, Yuankai Huo
2022MICCAISelf-supervised Test-Time Adaptation for Medical Image Segmentation.Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Hans J. Johnson, Omar Sherbini, Francesco Gavazzi, Russell D'Aiello, Adeline Vanderver, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
2022MICCAIModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities.Han Liu, Yubo Fan, Hao Li, Jiacheng Wang, Dewei Hu, Can Cui, Ho Hin Lee, Huahong Zhang, Ipek Oguz
2022MODELSTMI: tokenomics made easy for web3 applications.Han Liu, Xufei Wang, Bin Wang, Huixuan Zheng, Xuchao Liu
2022SIGIRA Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism.Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Junjie Sun, Hong Yu, Xianchao Zhang
2022RTSSPolyRhythm: Adaptive Tuning of a Multi-Channel Attack Template for Timing Interference.Ao Li, Marion Sudvarg, Han Liu, Zhiyuan Yu, Chris Gill, Ning Zhang
2021AAAIConverse, Focus and Guess - Towards Multi-Document Driven Dialogue.Han Liu, Caixia Yuan, Xiaojie Wang, Yushu Yang, Huixing Jiang, Zhongyuan Wang
2021ACLTrade the Event: Corporate Events Detection for News-Based Event-Driven Trading.Zhihan Zhou, Liqian Ma, Han Liu
2021CoRLRoboFlow: a Data-centric Workflow Management System for Developing AI-enhanced Robots.Qinjie Lin, Guo Ye, Jiayi Wang, Han Liu
2021CVPRPosterior Promoted GAN With Distribution Discriminator for Unsupervised Image Synthesis.Xianchao Zhang, Ziyang Cheng, Xiaotong Zhang, Han Liu
2021EMNLPAn Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling.Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Xianchao Zhang
2021ICA3PPNon-interactive Zero Knowledge Proof Based Access Control in Information-Centric Internet of Things.Han Liu, Dezhi Han
2021ICASSPGraphnet: Graph Clustering with Deep Neural Networks.Xianchao Zhang, Jie Mu, Han Liu, Xiaotong Zhang
2021ICDCSFASTBLOCK: Accelerating Blockchains via Hardware Transactional Memory.Yue Li, Han Liu, Yuanliang Chen, Jianbo Gao, Zhenhao Wu, Zhi Guan, Zhong Chen
2021ICDCSDemo: Cloak: A Framework For Development of Confidential Blockchain Smart Contracts.Qian Ren, Han Liu, Yue Li, Hong Lei
2021ICSEBLOCKEYE: Hunting for DeFi Attacks on Blockchain.Bin Wang, Han Liu, Chao Liu, Zhiqiang Yang, Qian Ren, Huixuan Zheng, Hong Lei
2021KDDDimensionwise Separable 2-D Graph Convolution for Unsupervised and Semi-Supervised Learning on Graphs.Qimai Li, Xiaotong Zhang, Han Liu, Quanyu Dai, Xiao-Ming Wu
2021PAKDDSelf-supervised Graph Representation Learning with Variational Inference.Zihan Liao, Wenxin Liang, Han Liu, Jie Mu, Xianchao Zhang
2021VTCA XGBoost Based Wireless Interference Relation Mining and Performance Prediction Method.Han Liu, Tao Peng, Yichen Guo, Yachen Wang, Gonglong Chen, Feng Yang, Wei Chen
2021SMCClass-based Core Feature Extraction Network for Few-shot Classification.Xianchao Zhang, Yifei Shuang, Xiaotong Zhang, Han Liu
2020ACLFew-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network.Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu
2020ACLUnknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification.Guangfeng Yan, Lu Fan, Qimai Li, Han Liu, Xiaotong Zhang, Xiao-Ming Wu, Albert Y. S. Lam
2020CHI"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans.Vivian Lai, Han Liu, Chenhao Tan
2020ICDCSSafePay on Ethereum: A Framework For Detecting Unfair Payments in Smart Contracts.Yue Li, Han Liu, Zhiqiang Yang, Qian Ren, Lei Wang, Bangdao Chen
2020ICIPBuilding Placements In Urban Modeling Using Conditional Generative Latent Optimization.Jingwen Liang, Han Liu, Yiwei Zhao, Maziar Sanjabi, Mohsen Sardari, Harold Chaput, Navid Aghdaie, Kazi A. Zaman
2020ICLRLearning to Plan in High Dimensions via Neural Exploration-Exploitation Trees.Binghong Chen, Bo Dai, Qinjie Lin, Guo Ye, Han Liu, Le Song
2020ICLRGLAD: Learning Sparse Graph Recovery.Harsh Shrivastava, Xinshi Chen, Binghong Chen, Guanghui Lan, Srinivas Aluru, Han Liu, Le Song
2020ICMLCBert-Pair-Networks for Sentiment Classification.Ziwen Wang, Haiming Wu, Han Liu, Qian-Hua Cai
2020ICMLCObject Recognition Using Enhanced Particle Swarm Optimization.Michael Willis, Li Zhang, Han Liu, Hailun Xie, Kamlesh Mistry
2020ICMLCA Deep Learning Based Wearable Healthcare Iot Device for AI-Enabled Hearing Assistance Automation.Fraser Young, Li Zhang, Richard Jiang, Han Liu, Conor Wall
2020ICRACollision-free Navigation of Human-centered Robots via Markov Games.Guo Ye, Qinjie Lin, Tzung-Han Juang, Han Liu
2020ICSESeraph: enabling cross-platform security analysis for EVM and WASM smart contracts.Zhiqiang Yang, Han Liu, Yue Li, Huixuan Zheng, Lei Wang, Bangdao Chen
2020ISPAAn Improved Data Discretization Algorithm based on Rough Sets Theory.Han Liu, Chunyu Jiang, Miaoqiong Wang, Kai Wei, Shu Yan
2020ISPADesign of Performance Benchmark for Time Series Databases.Miaoqiong Wang, Siyuan Liu, Kai Wei, Han Liu, Chunyu Jiang, Shu Yan, Pengwei Ma
2020MICCAIUncertainty Estimation in Medical Image Localization: Towards Robust Anterior Thalamus Targeting for Deep Brain Stimulation.Han Liu, Can Cui, Dario J. Englot, Benoit M. Dawant
2020WSDMLARA: Attribute-to-feature Adversarial Learning for New-item Recommendation.Changfeng Sun, Han Liu, Meng Liu, Zhaochun Ren, Tian Gan, Liqiang Nie
2020SRDSProtect Your Smart Contract Against Unfair Payment.Yue Li, Han Liu, Zhiqiang Yang, Bin Wang, Qian Ren, Lei Wang, Bangdao Chen
2019CVPRLabel Efficient Semi-Supervised Learning via Graph Filtering.Qimai Li, Xiao-Ming Wu, Han Liu, Xiaotong Zhang, Zhichao Guan
2019EMNLPReconstructing Capsule Networks for Zero-shot Intent Classification.Han Liu, Xiaotong Zhang, Lu Fan, Xuandi Fu, Qimai Li, Xiao-Ming Wu, Albert Y. S. Lam
2019ICIPColor Face Hallucination Using Neighbor Locality Representation and Inter-Channel Correlation.Han Liu, Licheng Liu, Shutao Li
2019ICLRMarginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications.Carson Eisenach, Haichuan Yang, Ji Liu, Han Liu
2019ICMLGrid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI.Lei Han, Peng Sun, Yali Du, Jiechao Xiong, Qing Wang, Xinghai Sun, Han Liu, Tong Zhang
2019ICMLCMulti-Task Ensemble Creation for Advancing Performance of Image Segmentation.Han Liu, Shyi-Ming Chen
2019ICMLCAn Improved Siamese Network for Face Sketch Recognition.Liang Fan, Han Liu, Yuxuan Hou
2019ICMLCNumeric Prediction of Dissolved Oxygen Status Through Two-Stage Training for Classification-Driven Regression.Pengfei Guo, Han Liu, Shuangyin Liu, Longqin Xu
2019ICMLCMulti-Perspective Creation of Diversity for Image Classification In Ensemble Learning Context.Han Liu, Shyi-Ming Chen
2019ICMLCMulti-Channel Convolutional Neural Network for Targeted Sentiment Classification.Ting Yuan, Hai-Hui Li, Hong-Ya Zhao, Qian-Hua Cai, Han Liu, Xiao-Hui Hu
2019ICMLCEfficient Binocular Stereo Matching Based on Sad and Improved Census Transformation.Yun Zhang, Wenxiang Chen, Han Liu, Jinhua Liu, Hui Du
2019IJCAIAttributed Graph Clustering via Adaptive Graph Convolution.Xiaotong Zhang, Han Liu, Qimai Li, Xiao-Ming Wu
2019ICSEEasyFlow: keep ethereum away from overflow.Jianbo Gao, Han Liu, Chao Liu, Qingshan Li, Zhi Guan, Zhong Chen
2019JURIXImproving the Processing of Question Answer Based Legal Documents.Saurabh Chakravarty, Maanav Mehrotra, Raja Venkata Satya Phanindra Chava, Han Liu, Matthew Krivansky, Edward A. Fox
2019WWWFuzzy Multi-task Learning for Hate Speech Type Identification.Han Liu, Pete Burnap, Wafa Alorainy, Matthew L. Williams
2019UAIOn Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About its Nonsmooth Loss Function.Xingguo Li, Haoming Jiang, Jarvis D. Haupt, Raman Arora, Han Liu, Mingyi Hong, Tuo Zhao
2019SIGCOMMAOMO: An AI-aided Optimizer for Microservices Orchestration.Xue Leng, Tzung-Han Juang, Yan Chen, Han Liu
2018AISTATSMinimax-Optimal Privacy-Preserving Sparse PCA in Distributed Systems.Jason Ge, Zhaoran Wang, Mengdi Wang, Han Liu
2018ICMLFeedback-Based Tree Search for Reinforcement Learning.Daniel R. Jiang, Emmanuel Ekwedike, Han Liu
2018ICMLThe Edge Density Barrier: Computational-Statistical Tradeoffs in Combinatorial Inference.Hao Lu, Yuan Cao, Junwei Lu, Han Liu, Zhaoran Wang
2018ICMLGraphical Nonconvex Optimization via an Adaptive Convex Relaxation.Qiang Sun, Kean Ming Tan, Han Liu, Tong Zhang
2018ICMLFully Decentralized Multi-Agent Reinforcement Learning with Networked Agents.Kaiqing Zhang, Zhuoran Yang, Han Liu, Tong Zhang, Tamer Basar
2018ICMLCJ-Measure Based Pruning for Advancing Classification Performance of Information Entropy Based Rule Generation.Han Liu, Mihaela Cocea, Weili Ding
2018ICMLCSuspended Accounts: A Source of Tweets with Disgust and Anger Emotions for Augmenting Hate Speech Data Sample.Wafa Alorainy, Pete Burnap, Han Liu, Amir Javed, Matthew L. Williams
2018ICMLCSuiciderelated Text Classification With Prism Algorithm.Fatima Chiroma, Han Liu, Mihaela Cocea
2018ICMLCText Classification For Suicide Related Tweets.Fatima Chiroma, Han Liu, Mihaela Cocea
2018ICMLCImproving Imbalanced Question Classification Using Structured Smote Based Approach.Alaa Mohasseb, Mohamed Bahy Bader-El-Den, Mihaela Cocea, Han Liu
2018IJCAIDiscrete Factorization Machines for Fast Feature-based Recommendation.Han Liu, Xiangnan He, Fuli Feng, Liqiang Nie, Rui Liu, Hanwang Zhang
2018IJCAIMulti-Task Clustering with Model Relation Learning.Xiaotong Zhang, Xianchao Zhang, Han Liu, Jiebo Luo
2018ICSEReGuard: finding reentrancy bugs in smart contracts.Chao Liu, Han Liu, Zhao Cao, Zhong Chen, Bangdao Chen, Bill Roscoe
2018ICSESAFL: increasing and accelerating testing coverage with symbolic execution and guided fuzzing.Mingzhe Wang, Jie Liang, Yuanliang Chen, Yu Jiang, Xun Jiao, Han Liu, Xibin Zhao, Jiaguang Sun
2018ISSTAManaging concurrent testing of data race with ComRaDe.Jian Gao, Xin Yang, Yu Jiang, Han Liu, Weiliang Ying, Wanting Sun, Ming Gu
2018ITASymmetry. Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization.Xingguo Li, Jarvis D. Haupt, Junwei Lu, Zhaoran Wang, Raman Arora, Han Liu, Tuo Zhao
2018MSRJbench: a dataset of data races for concurrency testing.Jian Gao, Xin Yang, Yu Jiang, Han Liu, Weiliang Ying, Xian Zhang
2017ACLCANE: Context-Aware Network Embedding for Relation Modeling.Cunchao Tu, Han Liu, Zhiyuan Liu, Maosong Sun
2017ICCADDependable integrated clinical system architecture with runtime verification.Yu Jiang, Mingzhe Wang, Han Liu, Mohammad Hosseini, Jiaguang Sun
2017ICMLHigh-dimensional Non-Gaussian Single Index Models via Thresholded Score Function Estimation.Zhuoran Yang, Krishnakumar Balasubramanian, Han Liu
2017ICMLCDecision tree learning based feature evaluation and selection for image classification.Han Liu, Mihaela Cocea, Weili Ding
2017ICMLCVirtual topology partitioning towards an efficient failure recovery of software defined networks.Ali Malik, Benjamin Aziz, Chih-Heng Ke, Han Liu, Mo Adda
2017ICMLCDomain specific syntax based approach for text classification in machine learning context.Alaa Mohasseb, Mohamed Bader-El-Den, Han Liu, Mihaela Cocea
2017ICSEStochastic optimization of program obfuscation.Han Liu, Chengnian Sun, Zhendong Su, Yu Jiang, Ming Gu, Jiaguang Sun
2017IGARSSRemote sensing image classification based on convolutional neural networks with two-fold sparse regularization.Han Liu, Lin He, Jun Li
2017ISNNA Novel Spatial Information Model for Saliency Detection.Hang Gao, Bo Li, Han Liu
2017ISNNEMR: Extended Manifold Ranking for Saliency Detection.Bo Li, Hang Gao, Han Liu
2017ISNNSaliency Detection Optimization via Modified Secondary Manifold Ranking and Blurring Depression.Han Liu, Bo Li, Hang Gao
2017PAKDDA Novel Extreme Learning Machine-Based Classification Algorithm for Uncertain Data.Xianchao Zhang, Daoyuan Sun, Yuangang Li, Han Liu, Wenxin Liang
2016AISTATSLow-Rank and Sparse Structure Pursuit via Alternating Minimization.Quanquan Gu, Zhaoran Wang, Han Liu
2016AISTATSA Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning.Yan Li, Han Liu, Warren B. Powell
2016AISTATSAn Improved Convergence Analysis of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization.Xingguo Li, Tuo Zhao, Raman Arora, Han Liu, Mingyi Hong
2016FMSafety-Assured Formal Model-Driven Design of the Multifunction Vehicle Bus Controller.Yu Jiang, Han Liu, Houbing Song, Hui Kong, Ming Gu, Jiaguang Sun, Lui Sha
2016FMTaming Interrupts for Verifying Industrial Multifunction Vehicle Bus Controllers.Han Liu, Yu Jiang, Huafeng Zhang, Ming Gu, Jiaguang Sun
2016ICMLStochastic Variance Reduced Optimization for Nonconvex Sparse Learning.Xingguo Li, Tuo Zhao, Raman Arora, Han Liu, Jarvis D. Haupt
2016ICMLOn the Statistical Limits of Convex Relaxations.Zhaoran Wang, Quanquan Gu, Han Liu
2016ICMLSparse Nonlinear Regression: Parameter Estimation under Nonconvexity.Zhuoran Yang, Zhaoran Wang, Han Liu, Yonina C. Eldar, Tong Zhang
2016ICMLCNature and biology inspired approach of classification towards reduction of bias in machine learning.Han Liu, Alexander E. Gegov, Mihaela Cocea
2016IJCAISelf-Adapted Multi-Task Clustering.Xianchao Zhang, Xiaotong Zhang, Han Liu
2016ICSEUse runtime verification to improve the quality of medical care practice.Yu Jiang, Han Liu, Hui Kong, Rui Wang, Mohammad Hosseini, Jia-Guang Sun, Lui Sha
2016ICSETowards better program obfuscation: optimization via language models.Han Liu
2016IWCMCZigBee-based smart home system design and dynamic collecting cycle optimization.Shuo Shi, Han Liu, Shida Zhu, Xuemai Gu
2016KDDA Truth Discovery Approach with Theoretical Guarantee.Houping Xiao, Jing Gao, Zhaoran Wang, Shiyu Wang, Lu Su, Han Liu
2016MODELSTsmart-BIPEX: An Integrated Graphical Design Toolkit for Software Systems.Huafeng Zhang, Yu Jiang, Han Liu, Ming Gu, Jiaguang Sun
2016RTASFrom Stateflow Simulation to Verified Implementation: A Verification Approach and A Real-Time Train Controller Design.Yu Jiang, Yixiao Yang, Han Liu, Hui Kong, Ming Gu, Jia-Guang Sun, Lui Sha
2015ICMLRobust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes.Huitong Qiu, Sheng Xu, Fang Han, Han Liu, Brian Caffo
2015ICMLCHybrid ensemble learning approach for generation of classification rules.Han Liu, Alexander E. Gegov, Mihaela Cocea
2015IJCAIMulti-Task Multi-View Clustering for Non-Negative Data.Xianchao Zhang, Xiaotong Zhang, Han Liu
2014AAAINovel Density-Based Clustering Algorithms for Uncertain Data.Xianchao Zhang, Han Liu, Xiaotong Zhang, Xinyue Liu
2014AISTATSContext Aware Group Nearest Shrunken Centroids in Large-Scale Genomic Studies.Juemin Yang, Fang Han, Rafael A. Irizarry, Han Liu
2014EANNCategorization and Construction of Rule Based Systems.Han Liu, Alexander E. Gegov, Frederic T. Stahl
2014TASEApplication-Specific Architecture Selection for Embedded Systems via Schedulability Analysis.Han Liu, Hehua Zhang, Yu Jiang, Xiaoyu Song, Ming Gu, Jiaguang Sun
2014TASEiDola: Bridge Modeling to Verification and Implementation of Interrupt-Driven Systems.Han Liu, Hehua Zhang, Yu Jiang, Xiaoyu Song, Ming Gu, Jia-Guang Sun
2013AISTATSSparse Principal Component Analysis for High Dimensional Multivariate Time Series.Zhaoran Wang, Fang Han, Han Liu
2013ICMLTransition Matrix Estimation in High Dimensional Time Series.Fang Han, Han Liu
2013ICMLPrincipal Component Analysis on non-Gaussian Dependent Data.Fang Han, Han Liu
2013ICMLFeature Selection in High-Dimensional Classification.Mladen Kolar, Han Liu
2013ICMLMarkov Network Estimation From Multi-attribute Data.Mladen Kolar, Han Liu, Eric P. Xing
2013WWWModeling/predicting the evolution trend of osn-based applications.Han Liu, Atif Nazir, Jinoo Joung, Chen-Nee Chuah
2012ACCVClass-Specified Segmentation with Multi-scale Superpixels.Han Liu, Yanyun Qu, Yang Wu, Hanzi Wang
2012ICCCNEvolving Landscape of Cellular Network Traffic.Han Liu, Chen-Nee Chuah, Hui Zang, Sara Gatmir-Motahari
2012ICMLHigh Dimensional Semiparametric Gaussian Copula Graphical Models.Han Liu, Fang Han, Ming Yuan, John D. Lafferty, Larry A. Wasserman
2012ICPRA direction Change-based algorithm for polygonal approximation.Han Liu, Xiangliang Zhang, Alyn Rockwood
2012INFOCOMDistributed measurement-aware routing: Striking a balance between measurement and traffic engineering.Chia-Wei Chang, Han Liu, Guanyao Huang, Bill Lin, Chen-Nee Chuah
2011ICIGVisual Object Localization in Image Collections.Yanyun Qu, Han Liu
2011ISMISDistributed Classification for Pocket Data Mining.Frederic T. Stahl, Mohamed Medhat Gaber, Han Liu, Max Bramer, Philip S. Yu
2010AAAILearning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis.Xi Chen, Yan Liu, Han Liu, Jaime G. Carbonell
2010COLTForest Density Estimation.Anupam Gupta, John D. Lafferty, Han Liu, Larry A. Wasserman, Min Xu
2009ICMLBlockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery.Han Liu, Mark Palatucci, Jian Zhang
2008NPCNetwork Coding for P2P Live Media Streaming.Han Liu, Xiaodong Tu, Jun Xie
2008VTCNetwork Coding for Information Exchange between Multiple Nodes in Wireless Networks.Han Liu, Xiaoyang Wang, Xiaodong Tu, Shaoqian Li
2006ISNNDouble Inverted Pendulum Control Based on Support Vector Machines and Fuzzy Inference.Han Liu, Haiyan Wu, Fucai Qian
2006SDMTowards the Prediction of Protein Abundance from Tandem Mass Spectrometry Data.Anthony J. Bonner, Han Liu
2005WWWX-warehouse: building query pattern-driven data.Ji Zhang, Wei Wang, Han Liu, Sheng Zhang
2005WWWXAR-miner: efficient association rules mining for XML data.Sheng Zhang, Ji Zhang, Han Liu, Wei Wang
2004CIBCBComparison of discrimination methods for peptide classification in tandem mass spectrometry.Anthony J. Bonner, Han Liu
2004DEXAPC-Filter: A Robust Filtering Technique for Duplicate Record Detection in Large Databases.Ji Zhang, Tok Wang Ling, Robert M. Bruckner, Han Liu
2004DEXAOn Efficient and Effective Association Rule Mining from XML Data.Ji Zhang, Tok Wang Ling, Robert M. Bruckner, A Min Tjoa, Han Liu
2004IKEAn Effective and Efficient Data Cleaning Technique in Large Databases.Ji Zhang, Han Liu
2004ISNNPower Plant Boiler Air Preheater Hot Spots Detection System Based on Least Square Support Vector Machines.Han Liu, Ding Liu, Jin Yu, Qi Li, Yanming Liang