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Lina Yao

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

234

Venues

49

Active years

2007–2026

Best venue rank

A*

Where they publish

Papers

234 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIParaMETA: Towards Learning Disentangled Paralinguistic Speaking Styles Representations from Speech.Haowei Lou, Hye-young Paik, Wen Hu, Lina Yao
2026ACLSceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes.Chuhan Wang, Xintong Li, Jennifer Yuntong Zhang, Junda Wu, Chengkai Huang, Lina Yao, Julian J. McAuley, Jingbo Shang
2026ACLCachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing.Rui Wang, Junda Wu, Yu Xia, Tong Yu, Ruiyi Zhang, Ryan A. Rossi, Subrata Mitra, Lina Yao, Julian J. McAuley
2026ACLMemWeaver: Weaving Hybrid Memories for Traceable Long-Horizon Agentic Reasoning.Juexiang Ye, Xue Li, Xinyu Yang, Chengkai Huang, Lanshun Nie, Lina Yao, Dechen Zhan
2026PAKDDFederated Large Language Models: Current Progress and Future Directions.Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong
2026WWWPruneRAG: Confidence-Guided Query Decomposition Trees for Efficient Retrieval-Augmented Generation.Shuguang Jiao, Xinyu Xiao, Yunfan Wei, Shuhan Qi, Chengkai Huang, Quan Z. Sheng, Lina Yao
2026WWWDrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents.Shiyi Yang, Zhibo Hu, Xinshu Li, Chen Wang, Tong Yu, Xiwei Xu, Liming Zhu, Lina Yao
2026WWWGaussian Mixture Flow Matching with Domain Alignment for Multi-Domain Sequential Recommendation.Xiaoxin Ye, Chengkai Huang, Hongtao Huang, Lina Yao
2026WWWThe 2nd Workshop on Human-Centered Recommender Systems.Kaike Zhang, Jiakai Tang, Du Su, Shuchang Liu, Julian J. McAuley, Lina Yao, Qi Cao, Yue Feng, Fei Sun
2026SIGIRAdvantage-Conditioned Flow Policy for Offline Reinforcement Learning in Recommendation.Xiaocong Chen, Siyu Wang, Lina Yao
2026SIGIRFactorized Latent Reasoning for LLM-based Recommendation.Tianqi Gao, Chengkai Huang, Zihan Wang, Cao Liu, Ke Zeng, Lina Yao
2026SIGIRRegionSLM: Region-aware Question Answering on Document Screenshots.Chao Wang, Hehe Fan, Huichen Yang, Sarvnaz Karimi, Lina Yao, Yi Yang
2026SIGIRPurifying Multimodal Retrieval: Fragment-Level Evidence Selection for RAG.Xihang Wang, Zihan Wang, Chengkai Huang, Cao Liu, Ke Zeng, Quan Z. Sheng, Lina Yao
2026SIGIRMEG-RAG: Quantifying Multi-modal Evidence Grounding for Evidence Selection in RAG.Xihang Wang, Zihan Wang, Chengkai Huang, Quan Z. Sheng, Lina Yao
2026SIGIRLLM-UP: SIGIR 2026 Workshop on LLM-powered User Profiling for Search and Recommendation.Hongzhi Yin, Wei Yuan, Yi Zhang, Joel Mackenzie, Quoc Viet Hung Nguyen, Wayne Xin Zhao, Yong Li, Lina Yao
2026WSDMDual Conditional Diffusion for Sequential Recommendation.Hongtao Huang, Chengkai Huang, Tong Yu, Xiaojun Chang, Wen Hu, Julian J. McAuley, Lina Yao
2025AAAICollageNoter: Real-Time and Adaptive Collage Layout Design for Screenshot-Based E-Note-Taking.Qiuyun Zhang, Bin Guo, Lina Yao, Xiaotian Qiao, Ying Zhang, Zhiwen Yu
2025ACLGUI Agents: A Survey.Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Md. Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt
2025ADCDistributional Offline Reinforcement Learning for Recommender Systems.Xiaocong Chen, Siyu Wang, Lina Yao
2025CIKMPKGRec: Personal Knowledge Graph Construction and Mining for Federated Recommendation Enhancement.Haochen Yuan, Yang Zhang, Quan Z. Sheng, Lina Yao, Yipeng Zhou, Xiang He, Zhongjie Wang
2025CIKMEnergy-Guided Diffusion Sampling for Long-Term User Behavior Prediction in Reinforcement Learning-based Recommendation.Xiaocong Chen, Siyu Wang, Lina Yao
2025CIKMMaximum In-Support Return Modeling for Dynamic Recommendation with Language Model Prior.Xiaocong Chen, Siyu Wang, Lina Yao
2025CIKMAddressing the Distortion of Community Representations in Anomaly Detection on Attributed Networks.Enbo He, Yitong Hao, Yue Zhang, Guisheng Yin, Lina Yao
2025CIKMFlexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models.Hongtao Huang, Xiaojun Chang, Lina Yao
2025CIKMParaStyleTTS: Toward Efficient and Robust Paralinguistic Style Control for Expressive Text-to-Speech Generation.Haowei Lou, Hye-young Paik, Wen Hu, Lina Yao
2025CIKMAchoio: A Skill-Aware Evaluation Management System for Text-To-Speech Research.Haowei Lou, Hye-Young Paik, Basem Suleiman, Wen Hu, Lina Yao
2025CIKMEliminating Sentiment Bias in Recommender Systems by Counterfactual Inference.Le Pan, Yuanjiang Cao, Chengkai Huang, Wenjie Zhang, Lina Yao
2025CIKMMMiC: Mitigating Modality Incompleteness in Clustered Federated Learning.Lishan Yang, Wei Emma Zhang, Quan Z. Sheng, Lina Yao, Weitong Chen, Ali Shakeri
2025COLINGEmbedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models.Chengkai Huang, Yu Xia, Rui Wang, Kaige Xie, Tong Yu, Julian J. McAuley, Lina Yao
2025CVPRSelf-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning.Huiyi Wang, Haodong Lu, Lina Yao, Dong Gong
2025CVPRAdapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration.Chao Wang, Hehe Fan, Huichen Yang, Sarvnaz Karimi, Lina Yao, Yi Yang
2025CVPRJailbreaking the Non-Transferable Barrier via Test-Time Data Disguising.Yongli Xiang, Ziming Hong, Lina Yao, Dadong Wang, Tongliang Liu
2025EMNLPCoMMIT: Coordinated Multimodal Instruction Tuning.Xintong Li, Junda Wu, Tong Yu, Rui Wang, Yu Wang, Xiang Chen, Jiuxiang Gu, Lina Yao, Julian J. McAuley, Jingbo Shang
2025EMNLPMitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent.Junda Wu, Yuxin Xiong, Xintong Li, Yu Xia, Ruoyu Wang, Yu Wang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Jingbo Shang, Julian J. McAuley
2025EMNLPSAND: Boosting LLM Agents with Self-Taught Action Deliberation.Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian J. McAuley
2025ICDMBeyond Parameters: Locally-Guided Knowledge Distillation for Decentralized Federated Learning.Behnaz Soltani, Yipeng Zhou, Saqr Khalil Saeed Thabet, Elaf Alhazmi, Lina Yao, Quan Z. Sheng
2025ICLRShot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos.Mingfei Han, Linjie Yang, Xiaojun Chang, Lina Yao, Heng Wang
2025ICLRMining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models.Saurav Jha, Shiqi Yang, Masato Ishii, Mengjie Zhao, Christian Simon, Muhammad Jehanzeb Mirza, Dong Gong, Lina Yao, Shusuke Takahashi, Yuki Mitsufuji
2025ICLROCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models.Junda Wu, Xintong Li, Ruoyu Wang, Yu Xia, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao, Jingbo Shang, Julian J. McAuley
2025ICMLFederated In-Context Learning: Iterative Refinement for Improved Answer Quality.Ruhan Wang, Zhiyong Wang, Chengkai Huang, Rui Wang, Tong Yu, Lina Yao, John C. S. Lui, Dongruo Zhou
2025IJCNNSCGS: Interactive Scale-Controlled 3D Object Segmentation with Gaussian Splatting.Yue Jin, Yilong Liu, Yuanyang Zhang, Tianchen Zhou, Lina Yao
2025IROSDiffusion Policies for Risk-Averse Behavior Modeling in Offline Reinforcement Learning.Xiaocong Chen, Siyu Wang, Tong Yu, Lina Yao
2025IROSWeakly-supervised VLM-guided Partial Contrastive Learning for Visual Language Navigation.Ruoyu Wang, Tong Yu, Junda Wu, Yao Liu, Julian J. McAuley, Lina Yao
2025RecSysA Tutorial on Agentic LLM for Recommender Systems.Chengkai Huang, Junda Wu, Tong Yu, Julian J. McAuley, Lina Yao
2025WWWPolicy-Guided Causal State Representation for Offline Reinforcement Learning Recommendation.Siyu Wang, Xiaocong Chen, Lina Yao
2025WWWThe 3rd Workshop on Personal Intelligence with Generative AI.Yang Zhang, Wenjie Wang, Xinyu Lin, Fuli Feng, Hongzhi Yin, Wayne Xin Zhao, Lina Yao, Yang Song, Xiangnan He
2025SIGIRProtChatGPT: Towards Understanding Proteins with Hybrid Representation and Large Language Models.Chao Wang, Hehe Fan, Ruijie Quan, Lina Yao, Yi Yang
2025RO-MANLatentSpeech: Latent Diffusion for Text-To-Speech Generation.Haowei Lou, Hye-Young Paik, Pari Delir Haghighi, Sheng Li, Wen Hu, Lina Yao
2025SENSYSLightLLM: A Versatile Large Language Model for Predictive Light Sensing.Jiawei Hu, Hong Jia, Mahbub Hassan, Lina Yao, Brano Kusy, Wen Hu
2024AAAIDistribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable Generation.Xinshu Li, Lina Yao
2024CIKMDFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection.Behnaz Soltani, Venus Haghighi, Yipeng Zhou, Quan Z. Sheng, Lina Yao
2024CIKMOn Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems.Siyu Wang, Xiaocong Chen, Lina Yao
2024CIKMAttacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial Styles.Shiyi Yang, Chen Wang, Xiwei Xu, Liming Zhu, Lina Yao
2024CVPRContext-Based and Diversity-Driven Specificity in Compositional Zero-Shot Learning.Yun Li, Zhe Liu, Hang Chen, Lina Yao
2024EMNLPSpeaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model.Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola Garca-Perera, Engsiong Chng, Lina Yao
2024ICASSPExploring Soft Prompt Initialization Strategy for Few-Shot Continual Text Classification.Zhehao Zhang, Tong Yu, Handong Zhao, Kaige Xie, Lina Yao, Shuai Li
2024ICDMTROPICAL: Transformer-Based Hypergraph Learning for Camouflaged Fraudster Detection.Venus Haghighi, Behnaz Soltani, Nasrin Shabani, Jia Wu, Yang Zhang, Lina Yao, Quan Z. Sheng, Jian Yang
2024ICLRLearning with Mixture of Prototypes for Out-of-Distribution Detection.Haodong Lu, Dong Gong, Shuo Wang, Jason Xue, Lina Yao, Kristen Moore
2024ICLRMasked Distillation Advances Self-Supervised Transformer Architecture Search.Caixia Yan, Xiaojun Chang, Zhihui Li, Lina Yao, Minnan Luo, Qinghua Zheng
2024ICMLUnraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning.Yuhao Wu, Jiangchao Yao, Bo Han, Lina Yao, Tongliang Liu
2024ICONIPIndependence Constrained Disentangled Representation Learning from Epistemological Perspective.Ruoyu Wang, Lina Yao
2024IROSMulti-agent Traffic Prediction via Denoised Endpoint Distribution.Yao Liu, Ruoyu Wang, Yuanjiang Cao, Quan Z. Sheng, Lina Yao
2024ICSOCLLM Enhanced Representation for Cold Start Service Recommendation.Dunlei Rong, Lina Yao, Yinting Zheng, Shuang Yu, Xiaofei Xu, Mingyi Liu, Zhongjie Wang
2024KDDMaximum-Entropy Regularized Decision Transformer with Reward Relabelling for Dynamic Recommendation.Xiaocong Chen, Siyu Wang, Lina Yao
2024KDDSelf-Distilled Disentangled Learning for Counterfactual Prediction.Xinshu Li, Mingming Gong, Lina Yao
2024NAACLPersonalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning.Rui Wang, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Junda Wu, Subrata Mitra, Lina Yao, Ricardo Henao
2024WWWMatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment.Hongtao Huang, Xiaojun Chang, Wen Hu, Lina Yao
2024SIGIRIdentifiability of Cross-Domain Recommendation via Causal Subspace Disentanglement.Jing Du, Zesheng Ye, Bin Guo, Zhiwen Yu, Lina Yao
2024WISERobust Graph Learning Against Camouflaged Malicious Actors.Venus Haghighi, Nasrin Shabani, Behnaz Soltani, Lina Yao, Quan Z. Sheng, Jian Yang, Amin Beheshti
2024WISERegularized Multi-LLMs Collaboration for Enhanced Score-Based Causal Discovery.Xiaoxuan Li, Yao Liu, Ruoyu Wang, Lina Yao
2024WISEDeconfounded Causality-Aware Parameter-Efficient Fine-Tuning for Problem-Solving Improvement of LLMs.Ruoyu Wang, Xiaoxuan Li, Lina Yao
2023AAAIPateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning.Huandong Wang, Changzheng Gao, Yuchen Wu, Depeng Jin, Lina Yao, Yong Li
2023ADMAFrom Time Series to Multi-modality: Classifying Multivariate Time Series via Both 1D and 2D Representations.Chao Yang, Xianzhi Wang, Lina Yao, Guodong Long, Guandong Xu
2023CIKMNP-SSL: A Modular and Extensible Self-supervised Learning Library with Neural Processes.Zesheng Ye, Jing Du, Yao Liu, Yihong Zhang, Lina Yao
2023CIKMContrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems.Guanglin Zhou, Chengkai Huang, Xiaocong Chen, Xiwei Xu, Chen Wang, Liming Zhu, Lina Yao
2023ICCVHTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation.Mingfei Han, Yali Wang, Zhihui Li, Lina Yao, Xiaojun Chang, Yu Qiao
2023ICCVDistilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning.Yun Li, Zhe Liu, Saurav Jha, Lina Yao
2023ICDMDistributional Domain-Invariant Preference Matching for Cross-Domain Recommendation.Jing Du, Zesheng Ye, Bin Guo, Zhiwen Yu, Lina Yao
2023ICDMReview-Incorporated Model-Agnostic Profile Injection Attacks on Recommender Systems.Shiyi Yang, Lina Yao, Chen Wang, Xiwei Xu, Liming Zhu
2023ICONIPMulti-level Attention Network with Weather Suppression for All-Weather Action Detection in UAV Rescue Scenarios.Yao Liu, Binghao Li, Claude Sammut, Lina Yao
2023IJCNNBiased or Debiased: Polarization-aware Embedding Learning from Social Media Knowledge Graph.Yihong Zhang, Takahiro Hara, Lina Yao
2023MobiquitousIntegrating Social Environment in Machine Learning Model for Debiased Recommendation.Yihong Zhang, Lina Yao, Takahiro Hara
2023RecSysDREAM: Decoupled Representation via Extraction Attention Module and Supervised Contrastive Learning for Cross-Domain Sequential Recommender.Xiaoxin Ye, Yun Li, Lina Yao
2023WWWModeling Temporal Positive and Negative Excitation for Sequential Recommendation.Chengkai Huang, Shoujin Wang, Xianzhi Wang, Lina Yao
2023SIGIRDual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation.Chengkai Huang, Shoujin Wang, Xianzhi Wang, Lina Yao
2023SIGIRCausal Decision Transformer for Recommender Systems via Offline Reinforcement Learning.Siyu Wang, Xiaocong Chen, Dietmar Jannach, Lina Yao
2023SIGIRCausal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation.Siyu Wang, Xiaocong Chen, Quan Z. Sheng, Yihong Zhang, Lina Yao
2023WISEMeta-learning for Estimating Multiple Treatment Effects with Imbalance.Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2023WSDMIDNP: Interest Dynamics Modeling Using Generative Neural Processes for Sequential Recommendation.Jing Du, Zesheng Ye, Bin Guo, Zhiwen Yu, Lina Yao
2023WSDMExploiting Explicit and Implicit Item relationships for Session-based Recommendation.Zihao Li, Xianzhi Wang, Chao Yang, Lina Yao, Julian J. McAuley, Guandong Xu
2022CIKMSocial Graph Transformer Networks for Pedestrian Trajectory Prediction in Complex Social Scenarios.Yao Liu, Lina Yao, Binghao Li, Xianzhi Wang, Claude Sammut
2022CIKMMulti-agent Transformer Networks for Multimodal Human Activity Recognition.Jingcheng Li, Lina Yao, Binghao Li, Xianzhi Wang, Claude Sammut
2022CVPRDual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition.Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao
2022CVPRContrastive Conditional Neural Processes.Zesheng Ye, Lina Yao
2022ICASSPAttentional Gated Res2net for Multivariate Time Series Classification.Chao Yang, Xianzhi Wang, Lina Yao, Guodong Long, Jing Jiang, Guandong Xu
2022ICDMEmpowerment-driven Policy Gradient Learning with Counterfactual Augmentation in Recommender Systems.Xiaocong Chen, Lina Yao, Xiaojun Chang, Siyu Wang
2022ICDMContrastive Individual Treatment Effects Estimation.Xinshu Li, Lina Yao
2022INDINFault diagnosis for bilinear stochastic distribution systems with actuator fault.Bo Cao, Lina Yao
2022MICCAIContrastive Functional Connectivity Graph Learning for Population-based fMRI Classification.Xuesong Wang, Lina Yao, Islem Rekik, Yu Zhang
2022SIGIRLocality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation.Xiaocong Chen, Lina Yao, Julian J. McAuley, Weili Guan, Xiaojun Chang, Xianzhi Wang
2022SIGIRSocially-aware Dual Contrastive Learning for Cold-Start Recommendation.Jing Du, Zesheng Ye, Lina Yao, Bin Guo, Zhiwen Yu
2022SIGIRHierarchical Task-aware Multi-Head Attention Network.Jing Du, Lina Yao, Xianzhi Wang, Bin Guo, Zhiwen Yu
2022WISEGraph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk Prediction.Zihao Li, Xianzhi Wang, Lina Yao, Yakun Chen, Guandong Xu, Ee-Peng Lim
2022WISEMitigating Multi-class Unintended Demographic Bias in Text Classification with Adversarial Learning.Le Pan, Lina Yao, Wenjie Zhang, Xianzhi Wang
2022SDMCycle-Balanced Representation Learning For Counterfactual Inference.Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2021AAAITask Aligned Generative Meta-learning for Zero-shot Learning.Zhe Liu, Yun Li, Lina Yao, Xianzhi Wang, Guodong Long
2021ADCContextual Bandit Learning for Activity-Aware Things-of-Interest Recommendation in an Assisted Living Environment.May S. Altulyan, Chaoran Huang, Lina Yao, Xianzhi Wang, Salil S. Kanhere
2021ADCDeep Multi-view Spatio-Temporal Network for Urban Crime Prediction.Usama Salama, Xiaocong Chen, Lina Yao, Hye-Young Paik, Xianzhi Wang
2021ADCIntention Recognition from Spatio-Temporal Representation of EEG Signals.Lin Yue, Dongyuan Tian, Jing Jiang, Lina Yao, Weitong Chen, Xiaowei Zhao
2021AusDMHFM++: An Enhanced Holographic Factorization Machine for Recommendation.Zhengxin Fang, Mingcheng Qu, Shuai Zhang, Jingyu Zhang, Yi Yuan, Lina Yao, Shiping Chen
2021CIKMGenerative Inverse Deep Reinforcement Learning for Online Recommendation.Xiaocong Chen, Lina Yao, Aixin Sun, Xianzhi Wang, Xiwei Xu, Liming Zhu
2021CVPRThree Birds with One Stone: Multi-Task Temporal Action Detection via Recycling Temporal Annotations.Zhihui Li, Lina Yao
2021EWSNCondor: Mobile Golf Swing Tracking via Sensor Fusion using Conditional Generative Adversarial Networks.Hong Jia, Jun Liu, Yuezhong Wu, Tomasz Bednarz, Lina Yao, Wen Hu
2021ICDMGlobal Convolutional Neural Processes.Xuesong Wang, Lina Yao, Xianzhi Wang, Hye-Young Paik, Sen Wang
2021ICDMMetaGB: A Gradient Boosting Framework for Efficient Task Adaptive Meta Learning.Manqing Dong, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu
2021WISERAU: An Interpretable Automatic Infection Diagnosis of COVID-19 Pneumonia with Residual Attention U-Net.Xiaocong Chen, Lina Yao, Yu Zhang
2021WISENP-PROV: Neural Processes with Position-Relevant-Only Variances.Xuesong Wang, Lina Yao, Xianzhi Wang, Feiping Nie, Boualem Benatallah
2020AAAISelf-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction.Yang Li, Guodong Long, Tao Shen, Tianyi Zhou, Lina Yao, Huan Huo, Jing Jiang
2020AAAIAdaptive Two-Dimensional Embedded Image Clustering.Zhihui Li, Lina Yao, Sen Wang, Salil S. Kanhere, Xue Li, Huaxiang Zhang
2020AAAIOne-Shot Learning for Long-Tail Visual Relation Detection.Weitao Wang, Meng Wang, Sen Wang, Guodong Long, Lina Yao, Guilin Qi, Yang Chen
2020AAAIShape-Oriented Convolution Neural Network for Point Cloud Analysis.Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai
2020CIKMKnowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network.Can Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller
2020CIKMNon-local Self-attentive Autoencoder for Genetic Functionality Prediction.Yun Li, Zhe Liu, Lina Yao, Zihuai He
2020CIKMExploring Missing Interactions: A Convolutional Generative Adversarial Network for Collaborative Filtering.Feng Yuan, Lina Yao, Boualem Benatallah
2020ICONIPActive Object Estimation for Human-Robot Collaborative Tasks.Chaoran Huang, Lina Yao
2020IJCAIZero-Shot Object Detection via Learning an Embedding from Semantic Space to Visual Space.Licheng Zhang, Xianzhi Wang, Lina Yao, Lin Wu, Feng Zheng
2020IJCNNKnowledge-guided Deep Reinforcement Learning for Interactive Recommendation.Xiaocong Chen, Chaoran Huang, Lina Yao, Xianzhi Wang, Wei Liu, Wenjie Zhang
2020IJCNNAre You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction.Zhe Liu, Lina Yao, Xianzhi Wang, Lei Bai, Jake An
2020IJCNNTRec: Sequential Recommender Based On Latent Item Trend Information.Ye Tao, Can Wang, Lina Yao, Weimin Li, Yonghong Yu
2020IJCNNZero-Shot Object Detection with Textual Descriptions Using Convolutional Neural Networks.Licheng Zhang, Xianzhi Wang, Lina Yao, Feng Zheng
2020KDDMAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation.Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu
2020KDDGrounding Visual Concepts for Zero-Shot Event Detection and Event Captioning.Zhihui Li, Xiaojun Chang, Lina Yao, Shirui Pan, Zongyuan Ge, Huaxiang Zhang
2020KDDSpectrum-Guided Adversarial Disparity Learning.Zhe Liu, Lina Yao, Lei Bai, Xianzhi Wang, Can Wang
2020PAKDDPrototype Similarity Learning for Activity Recognition.Lei Bai, Lina Yao, Xianzhi Wang, Salil S. Kanhere, Yang Xiao
2020PAKDDMobility Irregularity Detection with Smart Transit Card Data.Xuesong Wang, Lina Yao, Wei Liu, Can Li, Lei Bai, S. Travis Waller
2020SIGIRAdversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems.Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Wei Emma Zhang
2019AAAIDistributionally Robust Semi-Supervised Learning for People-Centric Sensing.Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang
2019AAAIZero-Shot Object Detection with Textual Descriptions.Zhihui Li, Lina Yao, Xiaoqin Zhang, Xianzhi Wang, Salil S. Kanhere, Huaxiang Zhang
2019AAAIHolographic Factorization Machines for Recommendation.Yi Tay, Shuai Zhang, Anh Tuan Luu, Siu Cheung Hui, Lina Yao, Tran Dang Quang Vinh
2019ADMAReminder Care System: An Activity-Aware Cross-Device Recommendation System.May S. Altulyan, Chaoran Huang, Lina Yao, Xianzhi Wang, Salil S. Kanhere, Yuanjiang Cao
2019ADMAExpert2Vec: Distributed Expert Representation Learning in Question Answering Community.Xiaocong Chen, Chaoran Huang, Xiang Zhang, Xianzhi Wang, Wei Liu, Lina Yao
2019ADMADomain-Aware Unsupervised Cross-dataset Person Re-identification.Zhihui Li, Wenhe Liu, Xiaojun Chang, Lina Yao, Mahesh Prakash, Huaxiang Zhang
2019CIKMSpatio-Temporal Graph Convolutional and Recurrent Networks for Citywide Passenger Demand Prediction.Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Wei Liu, Zheng Yang
2019ICDMLearning to Hash for Efficient Search Over Incomplete Knowledge Graphs.Meng Wang, Haomin Shen, Sen Wang, Lina Yao, Yinlin Jiang, Guilin Qi, Yang Chen
2019ICDMLearning Attentional Temporal Cues of Brainwaves with Spatial Embedding for Motion Intent Detection.Dalin Zhang, Kaixuan Chen, Debao Jian, Lina Yao, Sen Wang, Po Li
2019ICDMKnow Your Mind: Adaptive Cognitive Activity Recognition with Reinforced CNN.Xiang Zhang, Lina Yao, Xianzhi Wang, Wenjie Zhang, Shuai Zhang, Yunhao Liu
2019ICDMCollective Protection: Preventing Sensitive Inferences via Integrative Transformation.Dalin Zhang, Lina Yao, Kaixuan Chen, Guodong Long, Sen Wang
2019ICONIPPassenger Demographic Attributes Prediction for Human-Centered Public Transport.Can Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller
2019ICONIPDeep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning.Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, Manqing Dong
2019IJCAIDeepRec: An Open-source Toolkit for Deep Learning based Recommendation.Shuai Zhang, Yi Tay, Lina Yao, Bin Wu, Aixin Sun
2019IJCAIQuaternion Collaborative Filtering for Recommendation.Shuai Zhang, Lina Yao, Lucas Vinh Tran, Aston Zhang, Yi Tay
2019IJCAISTG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting.Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Quan Z. Sheng
2019IJCAIMulti-agent Attentional Activity Recognition.Kaixuan Chen, Lina Yao, Dalin Zhang, Bin Guo, Zhiwen Yu
2019IJCAIPrototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph.Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang
2019IJCAIDARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns.Feng Yuan, Lina Yao, Boualem Benatallah
2019IJCNNDual-stream Self-Attentive Random Forest for False Information Detection.Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Xiang Zhang, Quan Z. Sheng
2019IJCNNAdversarial Collaborative Auto-encoder for Top-N Recommendation.Feng Yuan, Lina Yao, Boualem Benatallah
2019KDDAdversarial Variational Embedding for Robust Semi-supervised Learning.Xiang Zhang, Lina Yao, Feng Yuan
2019PAKDDPassenger Demand Forecasting with Multi-Task Convolutional Recurrent Neural Networks.Lei Bai, Lina Yao, Salil S. Kanhere, Zheng Yang, Jing Chu, Xianzhi Wang
2019PAKDDSimilarity-Aware Deep Attentive Model for Clickbait Detection.Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang
2019SIGIRAdversarial Collaborative Neural Network for Robust Recommendation.Feng Yuan, Lina Yao, Boualem Benatallah
2019SENSYSMobile golf swing tracking using deep learning with data fusion: poster abstract.Hong Jia, Yuezhong Wu, Jun Liu, Lina Yao, Wen Hu
2018AAAITrace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis.Forough Rezaei Boroujeni, Sen Wang, Zhihui Li, Nicholas West, Bela Stantic, Lina Yao, Guodong Long
2018AAAIMulti-Rate Gated Recurrent Convolutional Networks for Video-Based Pedestrian Re-Identification.Zhihui Li, Lina Yao, Feiping Nie, Dingwen Zhang, Min Xu
2018AAAICascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface.Dalin Zhang, Lina Yao, Xiang Zhang, Sen Wang, Weitong Chen, Robert Boots, Boualem Benatallah
2018CIKMReady for Use: Subject-Independent Movement Intention Recognition via a Convolutional Attention Model.Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang
2018ICBCA Simulation Approach for Studying Behavior and Quality of Blockchain Networks.Bozhi Wang, Shiping Chen, Lina Yao, Bin Liu, Xiwei Xu, Liming Zhu
2018ICDMDynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit.Weitong Chen, Sen Wang, Guodong Long, Lina Yao, Quan Z. Sheng, Xue Li
2018IJCAIAdversarially Regularized Graph Autoencoder for Graph Embedding.Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang
2018IJCAIMulti-modality Sensor Data Classification with Selective Attention.Xiang Zhang, Lina Yao, Chaoran Huang, Sen Wang, Mingkui Tan, Guodong Long, Can Wang
2018IJCAINeuRec: On Nonlinear Transformation for Personalized Ranking.Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong
2018IJCNNInterpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling.Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang
2018ICSOCExpert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships.Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Manqing Dong
2018IECONIndustry 4.0, How to Integrate Legacy Devices: A Cloud IoT Approach.Marcosiris A. O. Pessoa, Marcos A. Pisching, Lina Yao, Fabrcio Junqueira, Paulo E. Miyagi, Boualem Benatallah
2018LCNAutomatic Device Classification from Network Traffic Streams of Internet of Things.Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Zheng Yang
2018MobiquitousPredicting Citywide Passenger Demand via Reinforcement Learning from Spatio-Temporal Dynamics.Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Flora D. Salim, Pari Delir Haghighi
2018PAKDDMining POI Alias from Microblog Conversations.Yihong Zhang, Lina Yao
2018PAKDDFuzzy Integral Optimization with Deep Q-Network for EEG-Based Intention Recognition.Dalin Zhang, Lina Yao, Sen Wang, Kaixuan Chen, Zheng Yang, Boualem Benatallah
2018PERCOMConverting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals.Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang
2018WISEDUAL: A Deep Unified Attention Model with Latent Relation Representations for Fake News Detection.Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Quan Z. Sheng, Hao Huang
2018WISEData-Augmented Regression with Generative Convolutional Network.Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Xiang Zhang
2018SDMEEG-based Motion Intention Recognition via Multi-task RNNs.Weitong Chen, Sen Wang, Xiang Zhang, Lina Yao, Lin Yue, Buyue Qian, Xue Li
2018SECONPassenger Demand Prediction with Cellular Footprints.Jing Chu, Kun Qian, Xu Wang, Lina Yao, Fu Xiao, Jianbo Li, Xin Miao, Zheng Yang
2017ADMACalling for Response: Automatically Distinguishing Situation-Aware Tweets During Crises.Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah
2017ADMAFault Detection and Localization in Distributed Systems Using Recurrent Convolutional Neural Networks.Guangyang Qi, Lina Yao, Anton V. Uzunov
2017ERSourceVote: Fusing Multi-valued Data via Inter-source Agreements.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Mahmoud Barhamgi, Lina Yao, Anne H. H. Ngu
2017ICONIPIntent Recognition in Smart Living Through Deep Recurrent Neural Networks.Xiang Zhang, Lina Yao, Chaoran Huang, Quan Z. Sheng, Xianzhi Wang
2017ICONIPHybrid Collaborative Recommendation via Semi-AutoEncoder.Shuai Zhang, Lina Yao, Xiwei Xu, Sen Wang, Liming Zhu
2017ICWSExpert as a Service: Software Expert Recommendation via Knowledge Domain Embeddings in Stack Overflow.Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Quan Z. Sheng
2017ICWSMulti-Level Privacy-Preserving Access Control as a Service for Personal Healthcare Monitoring.Usama Salama, Lina Yao, Xianzhi Wang, Hye-Young Paik, Amin Beheshti
2017MobiquitousGait Optimization for Multiple Humanoid Robots Based on Parallel Multi-swarm Particle Swarm Algorithm.Chunguang Li, Rongyi He, Lina Yao, Chongben Tao
2017MobiquitousInterpolating the Missing Values for Multi-Dimensional Spatial-Temporal Sensor Data: A Tensor SVD Approach.Peipei Xu, Wenjie Ruan, Quan Z. Sheng, Tao Gu, Lina Yao
2017MobiquitousMulti-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis.Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu
2017SIGIRAutoSVD++: An Efficient Hybrid Collaborative Filtering Model via Contractive Auto-encoders.Shuai Zhang, Lina Yao, Xiwei Xu
2017WISEA Kernel-Based Approach to Developing Adaptable and Reusable Sensor Retrieval Systems for the Web of Things.Nguyen Khoi Tran, Quan Z. Sheng, Muhammad Ali Babar, Lina Yao
2016ADMARecognizing Daily Living Activity Using Embedded Sensors in Smartphones: A Data-Driven Approach.Wenjie Ruan, Leon Chea, Quan Z. Sheng, Lina Yao
2016BigDataIdentification as a Service: Large-Scale Cloud Service Discovery over the World Wide Web.Abdullah Alfazi, Quan Z. Sheng, Wei Emma Zhang, Lina Yao, Talal H. Noor
2016CIKMTruth Discovery via Exploiting Implications from Multi-Source Data.Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, Xiaofei Xu, Boualem Benatallah
2016CIKMEmpowering Truth Discovery with Multi-Truth Prediction.Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, Xiaofei Xu, Boualem Benatallah
2016CIKMEfficient Orthogonal Non-negative Matrix Factorization over Stiefel Manifold.Wei Emma Zhang, Mingkui Tan, Quan Z. Sheng, Lina Yao, Qinfeng Shi
2016DEXAApproximate Semantic Matching over Linked Data Streams.Yongrui Qin, Lina Yao, Quan Z. Sheng
2016ICSOCContext as a Service: Realizing Internet of Things-Aware Processes for the Independent Living of the Elderly.Lina Yao, Boualem Benatallah, Xianzhi Wang, Nguyen Khoi Tran, Qinghua Lu
2016ICWSPLMwsp: Probabilistic Latent Model for Web Service QoS Prediction.Bobaker Mohamed A. Madi, Quan Z. Sheng, Lina Yao, Yongrui Qin, Xianzhi Wang
2016PERCOMPreventDark: Automatically detecting and preventing problematic use of smartphones in darkness.Wenjie Ruan, Quan Z. Sheng, Lina Yao, Nguyen Khoi Tran, Yu Chieh Yang
2016PERCOMHOI-Loc: Towards unobstructive human localization with probabilistic multi-sensor fusion.Wenjie Ruan, Quan Z. Sheng, Lina Yao, Lei Yang, Tao Gu
2016SACSECF: improving SPARQL querying performance with proactive fetching and caching.Wei Emma Zhang, Quan Z. Sheng, Yongrui Qin, Lina Yao, Ali Shemshadi, Kerry L. Taylor
2016WISELearning-Based SPARQL Query Performance Prediction.Wei Emma Zhang, Quan Z. Sheng, Kerry L. Taylor, Yongrui Qin, Lina Yao
2016WoWMoMDevice-free indoor localization and tracking through Human-Object Interactions.Wenjie Ruan, Quan Z. Sheng, Lina Yao, Tao Gu, Michele Ruta, Longfei Shangguan
2015CIKMApproximate Truth Discovery via Problem Scale Reduction.Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Xue Li, Xiaofei Xu, Lina Yao
2015CIKMAn Integrated Bayesian Approach for Effective Multi-Truth Discovery.Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Lina Yao, Xiaofei Xu, Xue Li
2015ICDMFreedom: Online Activity Recognition via Dictionary-Based Sparse Representation of RFID Sensing Data.Lina Yao, Quan Z. Sheng, Xue Li, Sen Wang, Tao Gu, Wenjie Ruan, Wan Zou
2015ICPADSUnobtrusive Posture Recognition via Online Learning of Multi-dimensional RFID Received Signal Strength.Lina Yao, Quan Z. Sheng, Wenjie Ruan, Xue Li, Sen Wang, Zhi Yang
2015ICWSService Recommendation for Mashup Composition with Implicit Correlation Regularization.Lina Yao, Xianzhi Wang, Quan Z. Sheng, Wenjie Ruan, Wei Zhang
2015MobiquitousTagFall: Towards Unobstructive Fine-Grained Fall Detection based on UHF Passive RFID Tags.Wenjie Ruan, Lina Yao, Quan Z. Sheng, Nickolas J. G. Falkner, Xue Li, Tao Gu
2015SIGIRContext-aware Point-of-Interest Recommendation Using Tensor Factorization with Social Regularization.Lina Yao, Quan Z. Sheng, Yongrui Qin, Xianzhi Wang, Ali Shemshadi, Qi He
2015WISEECS: A Framework for Diversified and Relevant Search in the Internet of Things.Ali Shemshadi, Lina Yao, Yongrui Qin, Quan Z. Sheng, Yihong Zhang
2014CIKMExploring Tag-Free RFID-Based Passive Localization and Tracking via Learning-Based Probabilistic Approaches.Lina Yao, Wenjie Ruan, Quan Z. Sheng, Xue Li, Nickolas J. G. Falkner
2014CIKMKeeping You in the Loop: Enabling Web-based Things Management in the Internet of Things.Lina Yao, Quan Z. Sheng, Anne H. H. Ngu, Byron J. Gao
2014MobiquitousTagTrack: device-free localization and tracking using passive RFID tags.Wenjie Ruan, Lina Yao, Quan Z. Sheng, Nickolas J. G. Falkner, Xue Li
2014MobiquitousThingsNavi: finding most-related things via multi-dimensional modeling of human-thing interactions.Lina Yao, Quan Z. Sheng, Nickolas J. G. Falkner, Anne H. H. Ngu
2014SIGIRServiceXplorer: a similarity-based web service search engine.Anne H. H. Ngu, Jiangang Ma, Quan Z. Sheng, Lina Yao, Scott Julian
2014SIGIRExploring recommendations in internet of things.Lina Yao, Quan Z. Sheng, Anne H. H. Ngu, Helen Ashman, Xue Li
2014WISEKeyword Search over Web Documents Based on Earth Mover's Distance.Jiangang Ma, Quan Z. Sheng, Lina Yao, Yong Xu, Ali Shemshadi
2013ANTThe 3Lina Yao, Sujith Samuel Mathew, Michele Ruta
2013ICDMA Model for Discovering Correlations of Ubiquitous Things.Lina Yao, Quan Z. Sheng, Byron J. Gao, Anne H. H. Ngu, Xue Li
2013ICWSRecommending Web Services via Combining Collaborative Filtering with Content-Based Features.Lina Yao, Quan Z. Sheng, Aviv Segev, Jian Yu
2013WWWCorrelation discovery in web of things.Lina Yao, Quan Z. Sheng
2012CIKMExploiting latent relevance for relational learning of ubiquitous things.Lina Yao, Quan Z. Sheng
2012CIKMA tag-centric discriminative model for web objects classification.Lina Yao, Quan Z. Sheng
2012EDBTPeerTrack: a platform for tracking and tracing objects in large-scale traceability networks.Yanbo Wu, Quan Z. Sheng, Damith Chinthana Ranasinghe, Lina Yao
2012WISETowards a User-Centric Social Approach to Web Services Composition, Execution, and Monitoring.Zakaria Maamar, Noura Faci, Quan Z. Sheng, Lina Yao
2011ICSOCA Propagation Model for Integrating Web of Things and Social Networks.Lina Yao
2011ICSOCParticle Filtering Based Availability Prediction for Web Services.Lina Yao, Quan Z. Sheng
2007ICNCA Novel Multi-object Trade-Off Mechanism Model Based on Process Management in Software Project.Lina Yao