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Viewing Publication 1 - 100 from 165

2026

DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender AgentsShiyi Yang 0001, Zhibo Hu, Xinshu Li 0001, Chen Wang 0008, Tong Yu 0001, Xiwei Xu 0001, Liming Zhu 0001, Lina Yao 0001. WWW 2026: 6853-6864 [doi]

Disentangling Political Bias in Social Media Data Through Multitask Embedding LearningYihong Zhang 0001, Takahiro Hara, Lina Yao 0001. tcss, 13(1):196-207, February 2026. [doi]

Federated Large Language Models: Current Progress and Future DirectionsYuhang Yao 0003, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia 0007, Tong Yu 0001, Ruiyi Zhang 0002, SungChul Kim, Ryan Rossi, Ang Li 0005, Lina Yao 0001, Julian J. McAuley, Yiran Chen 0001, Carlee Joe-Wong. pakdd 2026: 203-221 [doi]

Mitigating Data Redundancy to Revitalize Transformer-Based Long-Term Time Series Forecasting SystemMingjie Li 0006, Rui Liu, Guangsi Shi, Mingfei Han 0002, Changlin Li, Lina Yao 0001, Xiaojun Chang, Ling Chen 0006. tist, 17(3), June 2026. [doi]

Learning Causality-Aware Exploration with Transformers for Goal-Oriented NavigationRuoyu Wang 0038, Tong Yu 0001, Mingjie Li 0006, Yuanjiang Cao, Yao Liu 0017, Lina Yao 0001. tist, 17(3), June 2026. [doi]

CachePrune: Teaching LLMs What Not to Follow via KV-Cache EditingRui Wang 0088, Junda Wu, Yu Xia 0007, Tong Yu 0001, Ruiyi Zhang 0002, Ryan A. Rossi, Subrata Mitra, Lina Yao 0001, Julian J. McAuley. acl 2026: 1551-1570 [doi]

A Survey on Reinforcement Learning Methods for UAV SystemsHengsheng Chen, Yuanguo Lin, Mingjian Fu 0001, Lina Yao 0001, Quan Z. Sheng. ACM Comput. Surv., 58(4), March 2026. [doi]

Beyond Smoothing: A Discriminative Enhanced Aggregation Graph Neural Network for Camouflaged Fraud DetectionVenus Haghighi, Behnaz Soltani, Lina Yao 0001, Jia Wu 0001, Jian Yang 0001, Quan Z. Sheng. tkdd, 20(4), May 2026. [doi]

Dual Conditional Diffusion for Sequential RecommendationHongtao Huang, Chengkai Huang, Tong Yu 0001, Xiaojun Chang, Wen Hu 0001, Julian J. McAuley, Lina Yao 0001. wsdm 2026: 206-216 [doi]

PruneRAG: Confidence-Guided Query Decomposition Trees for Efficient Retrieval-Augmented GenerationShuguang Jiao, Xinyu Xiao, Yunfan Wei, Shuhan Qi, Chengkai Huang, Quan Z. Sheng, Lina Yao 0001. WWW 2026: 1923-1934 [doi]

ParaMETA: Towards Learning Disentangled Paralinguistic Speaking Styles Representations from SpeechHaowei Lou, Hye-Young Paik, Wen Hu 0001, Lina Yao 0001. AAAI 2026: 32311-32319 [doi]

Introduction to the Special Issue on Deep Reinforcement Learning for Recommender SystemsLianyong Qi, Shoujin Wang, Victor S. Sheng, Lina Yao 0001. tors, 4(1), March 2026. [doi]

SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual ScenesChuhan Wang, Xintong Li 0001, Jennifer Yuntong Zhang, Junda Wu, Chengkai Huang, Lina Yao 0001, Julian J. McAuley, Jingbo Shang. acl 2026: 17136-17150 [doi]

Self-supervised transformer architecture search via multi-level masked information fusionCaixia Yan, Xiaojun Chang, Weizhan Zhang, Zhihui Li 0001, Lina Yao 0001, Minnan Luo, Feng Tian 0002. inffus, 126:103640, 2026. [doi]

Gaussian Mixture Flow Matching with Domain Alignment for Multi-Domain Sequential RecommendationXiaoxin Ye, Chengkai Huang, Hongtao Huang, Lina Yao 0001. WWW 2026: 6159-6170 [doi]

The 2nd Workshop on Human-Centered Recommender SystemsKaike Zhang, Jiakai Tang, Du Su, Shuchang Liu 0001, Julian J. McAuley, Lina Yao 0001, Qi Cao 0005, Yue Feng, Fei Sun 0001. WWW 2026: 636-639 [doi]

From Small to Large: In-Context Learning as a New Paradigm for Domain GeneralizationGuanglin Zhou, Zhongyi Han, Shaoan Xie, Shiming Chen 0002, Biwei Huang, Liming Zhu 0001, Xinbo Gao 0001, Lina Yao 0001, Salman H. Khan 0001. ijcv, 134(1):9, January 2026. [doi]

2025

Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning-Based Recommendation SystemsSiyu Wang 0001, Xiaocong Chen, Lina Yao 0001. tist, 16(3), June 2025. [doi]

Special Issue on Responsible Recommender Systems Part 2Lina Yao 0001, Julian J. McAuley, Xianzhi Wang 0001, Dietmar Jannach. tist, 16(1), February 2025. [doi]

Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual LearningHuiyi Wang 0001, Haodong Lu 0002, Lina Yao 0001, Dong Gong. cvpr 2025: 10087-10098 [doi]

Policy-Guided Causal State Representation for Offline Reinforcement Learning RecommendationSiyu Wang 0001, Xiaocong Chen, Lina Yao 0001. WWW 2025: 402-412 [doi]

Introduction to the Special Issue on Causality Representation Learning in LLMs-Driven Recommender SystemsLina Yao 0001, Julian J. McAuley, Yongfeng Zhang 0003, Kun Zhang 0015. tois, 43(6), November 2025. [doi]

PKGRec: Personal Knowledge Graph Construction and Mining for Federated Recommendation EnhancementHaochen Yuan 0001, Yang Zhang 0095, Quan Z. Sheng, Lina Yao 0001, Yipeng Zhou, Xiang He 0002, Zhongjie Wang 0003. CIKM 2025: 3973-3982 [doi]

CoMMIT: Coordinated Multimodal Instruction TuningXintong Li 0001, Junda Wu, Tong Yu 0001, Rui Wang 0088, Yu Wang, Xiang Chen 0010, Jiuxiang Gu, Lina Yao 0001, Julian J. McAuley, Jingbo Shang. emnlp 2025: 11522-11536 [doi]

Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual AnchorsHaodong Lu 0002, Xinyu Zhang 0017, Kristen Moore, Minhui Xue 0001, Lina Yao 0001, Anton van den Hengel, Dong Gong. tmlr, 2025, 2025. [doi]

Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot VideosMingfei Han 0002, Linjie Yang, Xiaojun Chang, Lina Yao 0001, Heng Wang. iclr 2025: [doi]

HOT-GAN: Hilbert Optimal Transport for Generative Adversarial NetworkQian Li 0003, Zhichao Wang 0001, Haiyang Xia, Gang Li 0009, Yanan Cao, Lina Yao 0001, Guandong Xu 0001. tnn, 36(3):4371-4384, March 2025. [doi]

SAND: Boosting LLM Agents with Self-Taught Action DeliberationYu Xia 0007, Yiran Shen 0004, Junda Wu, Tong Yu 0001, SungChul Kim, Ryan A. Rossi, Lina Yao 0001, Julian J. McAuley. emnlp 2025: 3062-3077 [doi]

Deep multimodal learning for time series analysis in social computing: a surveyChao Yang 0024, Yakun Chen, Zihao Li, Xianzhi Wang 0001, Kaize Shi, Lina Yao 0001, Guandong Xu 0001, Zhongwen Guo. ijmir, 14(2):15, June 2025. [doi]

Weakly-supervised VLM-guided Partial Contrastive Learning for Visual Language NavigationRuoyu Wang 0038, Tong Yu 0001, Junda Wu, Yao Liu 0017, Julian J. McAuley, Lina Yao 0001. iros 2025: 15328-15335 [doi]

Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A ReviewHao Wang 0182, Bin Guo 0001, Yating Zeng, Mengqi Chen, Yasan Ding, Ying Zhang 0047, Lina Yao 0001, Zhiwen Yu 0001. tois, 43(3), May 2025. [doi]

Maximum In-Support Return Modeling for Dynamic Recommendation with Language Model PriorXiaocong Chen, Siyu Wang 0001, Lina Yao 0001. CIKM 2025: 332-341 [doi]

Energy-Guided Diffusion Sampling for Long-Term User Behavior Prediction in Reinforcement Learning-based RecommendationXiaocong Chen, Siyu Wang 0001, Lina Yao 0001. CIKM 2025: 322-331 [doi]

Guardrail Guided Policy Optimisation: Learning Disentangled Safety ConstraintsJaymari Chua, Chen Wang 0008, Liming Zhu 0001, Lina Yao 0001. ausai 2026: 414-425 [doi]

Beyond pairwise relationships: a transformer-based hypergraph learning approach for fraud detectionVenus Haghighi, Behnaz Soltani, Nasrin Shabani, Jia Wu 0001, Yang Zhang 0095, Lina Yao 0001, Jian Yang 0001, Quan Z. Sheng. kais, 67(9):7987-8022, September 2025. [doi]

Addressing the Distortion of Community Representations in Anomaly Detection on Attributed NetworksEnbo He, Yitong Hao, Yue Zhang, Guisheng Yin, Lina Yao 0001. CIKM 2025: 813-822 [doi]

LightLLM: A Versatile Large Language Model for Predictive Light SensingJiawei Hu, Hong Jia, Mahbub Hassan, Lina Yao 0001, Brano Kusy, Wen Hu 0001. sensys 2025: 158-171 [doi]

Listwise Preference Diffusion Optimization for User Behavior Trajectories PredictionHongtao Huang, Chengkai Huang, Junda Wu, Tong Yu 0001, Julian J. McAuley, Lina Yao 0001. nips 2025: [doi]

A Tutorial on Agentic LLM for Recommender SystemsChengkai Huang, Junda Wu, Tong Yu 0001, Julian J. McAuley, Lina Yao 0001. recsys 2025: 1417-1419 [doi]

Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language ModelsChengkai Huang, Yu Xia, Rui Wang 0088, Kaige Xie, Tong Yu 0001, Julian J. McAuley, Lina Yao 0001. COLING 2025: 1403-1412 [doi]

Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion ModelsHongtao Huang, Xiaojun Chang, Lina Yao 0001. CIKM 2025: 949-959 [doi]

Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion ModelsSaurav Jha, Shiqi Yang, Masato Ishii, Mengjie Zhao, Christian Simon, Muhammad Jehanzeb Mirza, Dong Gong, Lina Yao 0001, Shusuke Takahashi, Yuki Mitsufuji. iclr 2025: [doi]

SCGS: Interactive Scale-Controlled 3D Object Segmentation with Gaussian SplattingYue Jin, Yilong Liu, Yuanyang Zhang, Tianchen Zhou, Lina Yao 0001. ijcnn 2025: 1-8 [doi]

Deep Learning to Hash for Time-Aware QoS Prediction Based on VQ-VAELingzhen Kong, Xiyuan Hu, Lianyong Qi, Xiaolong Xu 0001, Yiwen Zhang 0001, Lina Yao 0001, Xuyun Zhang. tsc, 18(5):2726-2739, September - October 2025. [doi]

Distilled mid-fusion transformer networks for multi-modal human activity recognitionJingcheng Li, Lina Yao 0001, Binghao Li, Claude Sammut. kbs, 327:114160, 2025. [doi]

Causality-aligned Prompt Learning via Diffusion-based Counterfactual GenerationXinshu Li, Ruoyu Wang 0038, Erdun Gao, Mingming Gong, Lina Yao 0001. mm 2025: 5208-5217 [doi]

Graph and Sequential Neural Networks in Session-based Recommendation: A SurveyZihao Li, Chao Yang 0024, Yakun Chen, Xianzhi Wang 0001, Hongxu Chen 0002, Guandong Xu 0001, Lina Yao 0001, Michael Sheng 0001. ACM Comput. Surv., 57(2), February 2025. [doi]

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive TrainingYun Li, Lina Yao 0001, Zhe Liu 0023. mm 2025: 4534-4541 [doi]

FedHMIR: Unified Framework for Federated Human-Machine Synergy in Personalization-Generalization Balancing Identity RecognitionQingyang Li, Yuanjiang Cao, Qianru Wang, Lina Yao 0001, Zhiwen Yu 0001, JiangTao Cui. tmc, 24(8):7406-7422, August 2025. [doi]

Achoio: A Skill-Aware Evaluation Management System for Text-To-Speech ResearchHaowei Lou, Hye-Young Paik, Basem Suleiman, Wen Hu 0001, Lina Yao 0001. CIKM 2025: 6668-6672 [doi]

LatentSpeech: Latent Diffusion for Text-To-Speech GenerationHaowei Lou, Hye-Young Paik, Pari Delir Haghighi, Sheng Li 0010, Wen Hu 0001, Lina Yao 0001. ro-man 2025: 537-543 [doi]

ParaStyleTTS: Toward Efficient and Robust Paralinguistic Style Control for Expressive Text-to-Speech GenerationHaowei Lou, Hye-Young Paik, Wen Hu 0001, Lina Yao 0001. CIKM 2025: 1979-1988 [doi]

Eliminating Sentiment Bias in Recommender Systems by Counterfactual InferenceLe Pan, Yuanjiang Cao, Chengkai Huang, Wenjie Zhang 0001, Lina Yao 0001. CIKM 2025: 5079-5083 [doi]

Beyond Parameters: Locally-Guided Knowledge Distillation for Decentralized Federated LearningBehnaz Soltani, Yipeng Zhou, Saqr Khalil Saeed Thabet, Elaf Alhazmi, Lina Yao 0001, Quan Z. Sheng. icdm 2025: 723-732 [doi]

Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning-Based RecommendationSiyu Wang, Xiaocong Chen, Julian J. McAuley, Sally Cripps, Lina Yao 0001. tnn, 36(1):1044-1055, January 2025. [doi]

Federated In-Context Learning: Iterative Refinement for Improved Answer QualityRuhan Wang, Zhiyong Wang, Chengkai Huang, Rui Wang, Tong Yu 0001, Lina Yao 0001, John C. S. Lui, Dongruo Zhou. icml 2025: [doi]

Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient DescentJunda Wu, Yuxin Xiong, Xintong Li 0001, Yu Xia 0007, Ruoyu Wang 0038, Yu Wang 0160, Tong Yu 0001, SungChul Kim, Ryan A. Rossi, Lina Yao 0001, Jingbo Shang, Julian J. McAuley. emnlp 2025: 2282-2295 [doi]

OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language ModelsJunda Wu, Xintong Li, Ruoyu Wang, Yu Xia 0007, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao 0001, Jingbo Shang, Julian J. McAuley. iclr 2025: [doi]

Jailbreaking the Non-Transferable Barrier via Test-Time Data DisguisingYongli Xiang, Ziming Hong, Lina Yao 0001, Dadong Wang, Tongliang Liu. cvpr 2025: 30671-30681 [doi]

MMiC: Mitigating Modality Incompleteness in Clustered Federated LearningLishan Yang, Wei Emma Zhang, Quan Z. Sheng, Lina Yao 0001, Weitong Chen 0001, Ali Shakeri 0003. CIKM 2025: 3783-3793 [doi]

Deep learning meets bibliometrics: A survey of citation function classificationYang Zhang, Yufei Wang 0003, Quan Z. Sheng, Lina Yao 0001, Haihua Chen 0002, Kai Wang 0057, Adnan Mahmood, Wei Emma Zhang, Munazza Zaib, Subhash Sagar, Rongying Zhao. joi, 19(1):101608, 2025. [doi]

Design Graph Guided Element Importance-Aware Layout Generation With Multimodality Cascade TransformerQiuyun Zhang, Bin Guo 0001, Lina Yao 0001, Xiaotian Qiao, Hao Wang 0182, Ying Zhang 0047, Zhiwen Yu 0001. thms, 55(5):716-725, October 2025. [doi]

CollageNoter: Real-Time and Adaptive Collage Layout Design for Screenshot-Based E-Note-TakingQiuyun Zhang, Bin Guo 0001, Lina Yao 0001, Xiaotian Qiao, Ying Zhang 0047, Zhiwen Yu 0001. AAAI 2025: 14494-14501 [doi]

HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain GeneralizationGuanglin Zhou, Zhongyi Han, Shiming Chen 0002, Biwei Huang, Liming Zhu 0001, Tongliang Liu, Lina Yao 0001, Kun Zhang 0001. tmm, 27:1142-1152, 2025. [doi]

2024

Special Issue on Responsible Recommender Systems Part 1Lina Yao 0001, Julian J. McAuley, Xianzhi Wang 0001, Dietmar Jannach. tist, 15(4), August 2024. [doi]

Learning with Mixture of Prototypes for Out-of-Distribution DetectionHaodong Lu 0002, Dong Gong, Shuo Wang 0012, Jason Xue, Lina Yao 0001, Kristen Moore. iclr 2024: [doi]

Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot LearningZhe Liu 0023, Yun Li, Lina Yao 0001, Julian J. McAuley, Sam Dixon. tnn, 35(1):657-669, January 2024. [doi]

Simple Primitives With Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-Shot LearningZhe Liu 0023, Yun Li, Lina Yao 0001, Xiaojun Chang, Wei Fang 0001, Xiaojun Wu 0001, Abdulmotaleb El-Saddik. pami, 46(1):543-560, January 2024. [doi]

Dyformer: A dynamic transformer-based architecture for multivariate time series classificationChao Yang 0024, Xianzhi Wang 0001, Lina Yao 0001, Guodong Long, Guandong Xu. isci, 656:119881, January 2024. [doi]

Personalized Federated Learning for Text Classification with Gradient-Free Prompt TuningRui Wang 0088, Tong Yu 0001, Ruiyi Zhang, SungChul Kim, Ryan A. Rossi, Handong Zhao, Junda Wu, Subrata Mitra, Lina Yao 0001, Ricardo Henao. naacl 2024: 4597-4612 [doi]

Guided Image-to-Image Translation by Discriminator-Generator CommunicationYuanjiang Cao, Lina Yao 0001, Le Pan, Quan Z. Sheng, Xiaojun Chang. tmm, 26:1528-1538, 2024. [doi]

On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender SystemsXiaocong Chen, Siyu Wang, Julian J. McAuley, Dietmar Jannach, Lina Yao 0001. tois, 42(6), November 2024. [doi]

Maximum-Entropy Regularized Decision Transformer with Reward Relabelling for Dynamic RecommendationXiaocong Chen, Siyu Wang, Lina Yao 0001. kdd 2024: 376-384 [doi]

Modality aware contrastive learning for multimodal human activity recognitionSam Dixon, Lina Yao 0001, Robert Davidson. concurrency, 36(16), July 2024. [doi]

Generalizing truth discovery by incorporating multi-truth featuresXiu Susie Fang, Xianzhi Wang 0001, Quan Z. Sheng, Lina Yao 0001. computing, 106(5):1557-1583, May 2024. [doi]

Robust Graph Learning Against Camouflaged Malicious ActorsVenus Haghighi, Nasrin Shabani, Behnaz Soltani, Lina Yao 0001, Quan Z. Sheng, Jian Yang 0001, Amin Beheshti. wise 2025: 146-161 [doi]

TROPICAL: Transformer-Based Hypergraph Learning for Camouflaged Fraudster DetectionVenus Haghighi, Behnaz Soltani, Nasrin Shabani, Jia Wu 0001, Yang Zhang 0095, Lina Yao 0001, Quan Z. Sheng, Jian Yang 0001. icdm 2024: 121-130 [doi]

Incentive Mechanism Design of Federated Learning for Recommendation Systems in MECJiwei Huang, Bowen Ma, Ming Wang, Xiaokang Zhou, Lina Yao 0001, Shoujin Wang, Lianyong Qi, Ying Chen 0010. tce, 70(1):2596-2607, February 2024. [doi]

Accelerating one-shot neural architecture search via constructing a sparse search spaceHongtao Huang, Xiaojun Chang, Lina Yao 0001. kbs, 305:112620, 2024. [doi]

MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile DeploymentHongtao Huang, Xiaojun Chang, Wen Hu, Lina Yao 0001. WWW 2024: 2965-2975 [doi]

CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language ModelsSaurav Jha, Dong Gong, Lina Yao 0001. nips 2024: [doi]

Distribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable GenerationXinshu Li, Lina Yao 0001. AAAI 2024: 13664-13672 [doi]

Multi-view GCN for loan default risk predictionZihao Li, Yakun Chen, Xianzhi Wang 0001, Lina Yao 0001, Guandong Xu 0001. nca, 36(20):12149-12162, July 2024. [doi]

Context-Based and Diversity-Driven Specificity in Compositional Zero-Shot LearningYun Li, Zhe Liu 0023, Hang Chen, Lina Yao 0001. cvpr 2024: 17037-17046 [doi]

Attention-Aware Social Graph Transformer Networks for Stochastic Trajectory PredictionYao Liu, Binghao Li, Xianzhi Wang 0001, Claude Sammut, Lina Yao 0001. tkde, 36(11):5633-5646, November 2024. [doi]

Multi-agent Traffic Prediction via Denoised Endpoint DistributionYao Liu, Ruoyu Wang, Yuanjiang Cao, Quan Z. Sheng, Lina Yao 0001. iros 2024: 13648-13655 [doi]

Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction RecognitionYao Liu, Gangfeng Cui, Jiahui Luo, Xiaojun Chang, Lina Yao 0001. tomccap, 20(5), May 2024. [doi]

In-Context Learning for Zero-shot Medical Report GenerationRui Liu, Mingjie Li 0006, Shen Zhao, Ling Chen 0006, Xiaojun Chang, Lina Yao 0001. mm 2024: 8721-8730 [doi]

Uncertainty-aware pedestrian trajectory prediction via distributional diffusionYao Liu, Zesheng Ye, Rui Wang, Binghao Li, Quan Z. Sheng, Lina Yao 0001. kbs, 296:111862, 2024. [doi]

StyleSpeech: Parameter-efficient Fine Tuning for Pre-trained Controllable Text-to-SpeechHaowei Lou, Hye-Young Paik, Wen Hu 0001, Lina Yao 0001. mmasia 2024: [doi]

LLM Enhanced Representation for Cold Start Service RecommendationDunlei Rong, Lina Yao 0001, Yinting Zheng, Shuang Yu, Xiaofei Xu, Mingyi Liu, Zhongjie Wang 0003. icsoc 2025: 153-167 [doi]

DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant SelectionBehnaz Soltani, Venus Haghighi, Yipeng Zhou, Quan Z. Sheng, Lina Yao 0001. CIKM 2024: 2108-2117 [doi]

On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender SystemsSiyu Wang, Xiaocong Chen, Lina Yao 0001. CIKM 2024: 2390-2399 [doi]

Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled LearningYuhao Wu, Jiangchao Yao, Bo Han 0003, Lina Yao 0001, Tongliang Liu. icml 2024: 53928-53943 [doi]

Masked Distillation Advances Self-Supervised Transformer Architecture SearchCaixia Yan, Xiaojun Chang, Zhihui Li 0001, Lina Yao 0001, Minnan Luo, Qinghua Zheng. iclr 2024: [doi]

Attacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial StylesShiyi Yang, Chen Wang 0008, Xiwei Xu 0001, Liming Zhu 0001, Lina Yao 0001. CIKM 2024: 2900-2909 [doi]

Self-supervised cross-modal visual retrieval from brain activitiesZesheng Ye, Lina Yao 0001, Yu Zhang, Sylvia Gustin. PR, 145:109915, January 2024. [doi]

Exploring Soft Prompt Initialization Strategy for Few-Shot Continual Text ClassificationZhehao Zhang, Tong Yu 0001, Handong Zhao, Kaige Xie, Lina Yao 0001, Shuai Li 0010. icassp 2024: 12106-12110 [doi]

To be forgotten or to be fair: unveiling fairness implications of machine unlearning methodsDawen Zhang, Shidong Pan, Thong Hoang, Zhenchang Xing, Mark Staples, Xiwei Xu 0001, Lina Yao 0001, Qinghua Lu 0001, Liming Zhu 0001. aiethics, 4(1):83-93, February 2024. [doi]

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