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2024

Put Your Voice on Stage: Personalized Headline Generation for News ArticlesXiang Ao 0001, Ling Luo, Xiting Wang, Zhao Yang, Jiun-Hung Chen, Ying Qiao, Qing He 0003, Xing Xie 0001. tkdd, 18(3), April 2024. [doi]

On the Essence and Prospect: An Investigation of Alignment Approaches for Big ModelsXinpeng Wang 0001, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei 0001, Peng Zhang 0060, Dongkuan Xu, Maosong Sun 0001, Xing Xie 0001. IJCAI 2024: 8308-8316 [doi]

On the Robustness of ChatGPT: An Adversarial and Out-of-distribution PerspectiveJindong Wang 0001, Xixu Hu, Wenxin Hou, Hao Chen 0102, Runkai Zheng, Yidong Wang, Linyi Yang, Wei Ye 0004, Haojun Huang, Xiubo Geng, Binxing Jiao, Yue Zhang 0004, Xing Xie 0001. DEBU, 47(1):48-62, 2024. [doi]

Sinkhorn Distance Minimization for Adaptive Semi-Supervised Social Network AlignmentJie Xu 0015, Chaozhuo Li 0001, Feiran Huang, Zhoujun Li 0001, Xing Xie 0001, Philip S. Yu. tnn, 35(10):13340-13353, October 2024. [doi]

A General Framework for Learning from Weak SupervisionHao Chen 0102, Jindong Wang 0001, Lei Feng, Xiang Li 0106, Yidong Wang, Xing Xie 0001, Masashi Sugiyama, Rita Singh, Bhiksha Raj. icml 2024: [doi]

Understanding and Mitigating the Label Noise in Pre-training on Downstream TasksHao Chen 0102, Jindong Wang 0001, Ankit Shah 0001, Ran Tao 0013, Hongxin Wei, Xing Xie 0001, Masashi Sugiyama, Bhiksha Raj. iclr 2024: [doi]

A Survey on Evaluation of Large Language ModelsYupeng Chang, Xu Wang, Jindong Wang 0001, Yuan Wu, Linyi Yang, Kaijie Zhu, Hao Chen, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye 0004, Yue Zhang, Yi Chang 0001, Philip S. Yu, Qiang Yang 0001, Xing Xie 0001. tist, 15(3), June 2024. [doi]

MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized HealthcareYiqiang Chen, Wang Lu, Xin Qin, Jindong Wang 0001, Xing Xie 0001. tnn, 35(11):16671-16682, November 2024. [doi]

Denevil: towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction LearningShitong Duan, Xiaoyuan Yi, Peng Zhang 0060, Tun Lu, Xing Xie 0001, Ning Gu. iclr 2024: [doi]

Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference OptimizationShitong Duan, Xiaoyuan Yi, Peng Zhang 0060, Yan Liu 0002, Zheng Liu 0011, Tun Lu, Xing Xie 0001, Ning Gu. emnlp 2024: 1012-1042 [doi]

SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value PenalizationXixu Hu, Runkai Zheng, Jindong Wang 0001, Cheuk Hang Leung, Qi Wu 0009, Xing Xie 0001. eccv 2025: 345-362 [doi]

Position: TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun 0001, Haoran Wang, Siyuan Wu, Qihui Zhang, Yuan Li, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Hanchi Sun, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bertie Vidgen, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang 0001, Huan Zhang 0001, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang 0001, Mohit Bansal, James Zou 0001, Jian Pei, Jian Liu, Jianfeng Gao 0001, Jiawei Han 0001, Jieyu Zhao, Jiliang Tang, Jindong Wang 0001, Joaquin Vanschoren, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He 0001, Lifu Huang, Michael Backes 0001, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu 0001, Tianyi Zhou 0001, William Wang 0001, Xiang Li 0001, Xiangliang Zhang 0001, Xiao Wang, Xing Xie 0001, Xun Chen, Xuyu Wang, Yan Liu 0002, Yanfang Ye 0001, Yinzhi Cao, Yong Chen, Yue Zhao 0016. icml 2024: [doi]

RecExplainer: Aligning Large Language Models for Explaining Recommendation ModelsYuxuan Lei, Jianxun Lian, Jing Yao, Xu Huang 0008, Defu Lian, Xing Xie 0001. kdd 2024: 1530-1541 [doi]

The Good, The Bad, and Why: Unveiling Emotions in Generative AICheng Li, Jindong Wang 0001, Yixuan Zhang, Kaijie Zhu, Xinyi Wang, Wenxin Hou, Jianxun Lian, Fang Luo, Qiang Yang 0001, Xing Xie 0001. icml 2024: [doi]

Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential RecommendationsLei Li, Jianxun Lian, Xiao Zhou, Xing Xie 0001. AAAI 2024: 8670-8678 [doi]

Challenges of COVID-19 Case Forecasting in the US, 2020-2021Velma K. Lopez, Estee Y. Cramer, Robert Pagano, John M. Drake, Eamon B. O'Dea, Madeline Adee, Turgay Ayer, Jagpreet Chhatwal, Ozden O. Dalgic, Mary A. Ladd, Benjamin P. Linas, Peter P. Mueller, Jade Xiao, Johannes Bracher, Alvaro J. Castro Rivadeneira, Aaron Gerding, Tilmann Gneiting, Yuxin Huang, Dasuni Jayawardena, Abdul H. Kanji, Khoa Le, Anja Mühlemann, Jarad Niemi, Evan L. Ray, Ariane Stark, Yijin Wang, Nutcha Wattanachit, Martha W. Zorn, Sen Pei, Jeffrey Shaman, Teresa K. Yamana, Samuel R. Tarasewicz, Daniel J. Wilson, Sid Baccam, Heidi Gurung, Steve Stage, Brad Suchoski, Lei Gao, Zhiling Gu, Myungjin Kim, Xinyi Li, Guannan Wang, Lily Wang, Yueying Wang, Shan Yu, Lauren Gardner, Sonia Jindal, Maximilian Marshall, Kristen Nixon, Juan Dent, Alison L. Hill, Joshua Kaminsky, Elizabeth C. Lee, Joseph Chadi Lemaitre, Justin Lessler, Claire P. Smith, Shaun Truelove, Matt Kinsey, Luke C. Mullany, Kaitlin Rainwater-Lovett, Lauren Shin, Katharine Tallaksen, Shelby Wilson, Dean Karlen, Lauren Castro, Geoffrey Fairchild, Isaac Michaud, Dave Osthus, Jiang Bian 0002, Wei Cao, Zhifeng Gao, Juan Lavista Ferres, Chaozhuo Li 0001, Tie-Yan Liu, Xing Xie 0001, Shun Zhang, Shun Zheng, Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Ana L. Pastore y Piontti, Alessandro Vespignani, Xinyue Xiong, Robert Walraven, Jinghui Chen, Quanquan Gu, Lingxiao Wang, Pan Xu 0002, Weitong Zhang, Difan Zou, Graham Casey Gibson, Daniel Sheldon, Ajitesh Srivastava, Aniruddha Adiga, Benjamin Hurt, Gursharn Kaur, Bryan Lewis 0001, Madhav V. Marathe, Akhil Sai Peddireddy, Przemyslaw J. Porebski, Srinivasan Venkatramanan, Lijing Wang 0001, Pragati V. Prasad, Jo W. Walker, Alexander E. Webber, Rachel B. Slayton, Matthew Biggerstaff, Nicholas G. Reich, Michael A. Johansson. ploscb, 20(5):1011200, 2024. [doi]

Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided SolutionWang Lu, Jindong Wang 0001, Yidong Wang, Xing Xie 0001. sdm 2024: 244-252 [doi]

Diversify: A General Framework for Time Series Out-of-Distribution Detection and GeneralizationWang Lu, Jindong Wang 0001, Xinwei Sun 0001, Yiqiang Chen, Xiangyang Ji, Qiang Yang, Xing Xie 0001. pami, 46(6):4534-4550, June 2024. [doi]

2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale Hyperspectral ImagesLilin Tu, Jiayi Li, Xin Huang 0002, Jianya Gong, Xing Xie 0001, Leiguang Wang. tgrs, 62:1-19, 2024. [doi]

Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value OptimizationXingqi Wang, Xiaoyuan Yi, Xing Xie 0001, Jia Jia 0001. mm 2024: 3558-3567 [doi]

Exploring Vision-Language Models for Imbalanced LearningYidong Wang, Zhuohao Yu, Jindong Wang 0001, Qiang Heng, Hao Chen 0102, Wei Ye 0004, Rui Xie, Xing Xie 0001, Shikun Zhang. ijcv, 132(1):224-237, January 2024. [doi]

PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning OptimizationYidong Wang, Zhuohao Yu, Wenjin Yao, Zhengran Zeng, Linyi Yang, Cunxiang Wang, Hao Chen 0102, Chaoya Jiang, Rui Xie 0003, Jindong Wang 0001, Xing Xie 0001, Wei Ye 0004, Shikun Zhang, Yue Zhang 0004. iclr 2024: [doi]

Supervised Knowledge Makes Large Language Models Better In-context LearnersLinyi Yang, Shuibai Zhang, Zhuohao Yu, Guangsheng Bao, Yidong Wang, Jindong Wang 0001, Ruochen Xu, Wei Ye 0004, Xing Xie 0001, Weizhu Chen, Yue Zhang 0004. iclr 2024: [doi]

Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human ValueJing Yao, Xiaoyuan Yi, Yifan Gong 0001, Xiting Wang, Xing Xie 0001. naacl 2014: 8762-8785 [doi]

On the Vulnerability of Safety Alignment in Open-Access LLMsJingwei Yi, Rui Ye, Qisi Chen, Bin Zhu, Siheng Chen, Defu Lian, Guangzhong Sun, Xing Xie 0001, Fangzhao Wu. acl 2014: 9236-9260 [doi]

KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language ModelsZhuohao Yu, Chang Gao, Wenjin Yao, Yidong Wang, Wei Ye 0004, Jindong Wang 0001, Xing Xie 0001, Yue Zhang 0004, Shikun Zhang. acl 2024: 5967-5985 [doi]

High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text Attributed GraphsPeiyan Zhang, Chaozhuo Li 0001, Liying Kang, Feiran Huang, Senzhang Wang, Xing Xie 0001, Sunghun Kim 0001. WWW 2024: 4316-4327 [doi]

IRGen: Generative Modeling for Image RetrievalYidan Zhang, Ting Zhang 0002, Dong Chen 0003, Yujing Wang, Qi Chen, Xing Xie 0001, Hao Sun 0015, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Jingdong Wang, Baining Guo. eccv 2025: 21-41 [doi]

Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained ModelsPeiyan Zhang, Haoyang Liu, Chaozhuo Li 0001, Xing Xie 0001, Sunghun Kim 0001, Haohan Wang. iclr 2024: [doi]

Enhancing Inter-Class Discrimination for Domain Adaptation of Change DetectionXueting Zhang, Xin Huang 0002, Jiayi Li, Jie Yang, Leiguang Wang, Xing Xie 0001. igarss 2024: 8513-8517 [doi]

CompeteAI: Understanding the Competition Dynamics of Large Language Model-based AgentsQinlin Zhao, Jindong Wang 0001, Yixuan Zhang, Yiqiao Jin, Kaijie Zhu, Hao Chen 0102, Xing Xie 0001. icml 2024: [doi]

PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial PromptsKaijie Zhu, Jindong Wang 0001, Jiaheng Zhou, Zichen Wang, Hao Chen 0102, Yidong Wang, Linyi Yang, Wei Ye 0004, Yue Zhang 0004, Neil Gong 0001, Xing Xie 0001. lamps 2023: 57-68 [doi]

Dynamic Evaluation of Large Language Models by Meta Probing AgentsKaijie Zhu, Jindong Wang 0001, Qinlin Zhao, Ruochen Xu, Xing Xie 0001. icml 2024: [doi]

DyVal: Dynamic Evaluation of Large Language Models for Reasoning TasksKaijie Zhu, Jiaao Chen, Jindong Wang 0001, Neil Zhenqiang Gong, Diyi Yang, Xing Xie 0001. iclr 2024: [doi]

PromptBench: A Unified Library for Evaluation of Large Language ModelsKaijie Zhu, Qinlin Zhao, Hao Chen 0102, Jindong Wang 0001, Xing Xie 0001. jmlr, 25, 2024. [doi]

2023

A Tutorial on Domain GeneralizationJindong Wang 0001, Haoliang Li, Sinno Jialin Pan, Xing Xie 0001. wsdm 2023: 1236-1239 [doi]

DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervisionSungwon Han 0001, SeungEon Lee 0001, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xiting Wang, Xing Xie 0001, Meeyoung Cha. WWW 2023: 3766-3774 [doi]

Towards Attack-tolerant Federated Learning via Critical Parameter AnalysisSungwon Han 0001, Sungwon Park 0001, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie 0001, Meeyoung Cha. iccv 2023: 4976-4985 [doi]

FedDefender: Client-Side Attack-Tolerant Federated LearningSungwon Park 0001, Sungwon Han 0001, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie 0001, Meeyoung Cha. kdd 2023: 1850-1861 [doi]

An Adaptive Graph Pre-training Framework for Localized Collaborative FilteringYiqi Wang 0001, Chaozhuo Li, Zheng Liu, Mingzheng Li, Jiliang Tang, Xing Xie 0001, Lei Chen 0002, Philip S. Yu. tois, 41(2), April 2023. [doi]

Learning on Large-scale Text-attributed Graphs via Variational InferenceJianan Zhao 0002, Meng Qu, Chaozhuo Li, Hao Yan, Qian Liu, Rui Li 0086, Xing Xie 0001, Jian Tang 0005. iclr 2023: [doi]

SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised LearningHao Chen 0102, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang 0001, Bernt Schiele, Xing Xie 0001, Bhiksha Raj, Marios Savvides. iclr 2023: [doi]

KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text GenerationYuxi Feng, Xiaoyuan Yi, Laks V. S. Lakshmanan, Xing Xie 0001. IJCAI 2023: 5049-5057 [doi]

Reinforcement Routing on Proximity Graph for Efficient RecommendationChao Feng, Defu Lian, Xiting Wang, Zheng Liu, Xing Xie 0001, Enhong Chen. tois, 41(1), January 2023. [doi]

A Survey on Knowledge Graph-Based Recommender Systems : Extended AbstractQingyu Guo, Fuzhen Zhuang, Chuan Qin 0002, Hengshu Zhu, Xing Xie 0001, Hui Xiong 0001, Qing He 0003. icde 2023: 3803-3804 [doi]

Cooperative Retriever and Ranker in Deep RecommendersXu Huang, Defu Lian, Jin Chen, Liu Zheng, Xing Xie 0001, Enhong Chen. WWW 2023: 1150-1161 [doi]

AdaMCT: Adaptive Mixture of CNN-Transformer for Sequential RecommendationJuyong Jiang, Peiyan Zhang, Yingtao Luo, Chaozhuo Li, Jae Boum Kim, Kai Zhang, Senzhang Wang, Xing Xie 0001, Sunghun Kim 0001. CIKM 2023: 976-986 [doi]

Prototypical Fine-Tuning: Towards Robust Performance under Varying Data SizesYiqiao Jin, Xiting Wang, Yaru Hao, Yizhou Sun, Xing Xie 0001. AAAI 2023: 12968-12976 [doi]

Distillation from Heterogeneous Models for Top-K RecommendationSeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie 0001, Hwanjo Yu. WWW 2023: 801-811 [doi]

Semi-Supervised Variational User Identity Linkage via Noise-Aware Self-LearningChaozhuo Li, Senzhang Wang, Jie Xu 0015, Zheng Liu, Hao Wang 0068, Xing Xie 0001, Lei Chen 0002, Philip S. Yu. tkde, 35(10):10166-10180, October 2023. [doi]

Network Representation Lightening From Hashing to QuantizationDefu Lian, Zhihao Zhu 0002, Kai Zheng 0001, Yong Ge, Xing Xie 0001, Enhong Chen. tkde, 35(5):5119-5131, May 2023. [doi]

Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided SolutionWang Lu, Jindong Wang 0001, Yidong Wang, Xing Xie 0001. kddcd 2023: 75-97 [doi]

FedCLIP: Fast Generalization and Personalization for CLIP in Federated LearningWang Lu, Xixu Hu, Jindong Wang 0001, Xing Xie 0001. DEBU, 46(1):52-66, 2023. [doi]

Out-of-distribution Representation Learning for Time Series ClassificationWang Lu, Jindong Wang 0001, Xinwei Sun 0001, Yiqiang Chen, Xing Xie 0001. iclr 2023: [doi]

Cross-links Matter for Link Prediction: Rethinking the Debiased GNN from a Data PerspectiveZihan Luo, Hong Huang 0001, Jianxun Lian, Xiran Song, Xing Xie 0001, Hai Jin 0001. nips 2023: [doi]

FedSampling: A Better Sampling Strategy for Federated LearningTao Qi, Fangzhao Wu, Lingjuan Lyu, Yongfeng Huang 0001, Xing Xie 0001. IJCAI 2023: 4154-4162 [doi]

Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation LearningXin Qin, Jindong Wang 0001, Shuo Ma, Wang Lu, Yongchun Zhu, Xing Xie 0001, Yiqiang Chen. kdd 2023: 1943-1953 [doi]

xGCN: An Extreme Graph Convolutional Network for Large-scale Social Link PredictionXiran Song, Jianxun Lian, Hong Huang, Zihan Luo, Wei Zhou, Xue Lin, Mingqi Wu, Chaozhuo Li, Xing Xie 0001, Hai Jin 0001. WWW 2023: 349-359 [doi]

ToViLaG: Your Visual-Language Generative Model is Also An EvildoerXinpeng Wang, Xiaoyuan Yi, Han Jiang 0007, Shanlin Zhou, Zhihua Wei, Xing Xie 0001. emnlp 2023: 3508-3533 [doi]

FreeMatch: Self-adaptive Thresholding for Semi-supervised LearningYidong Wang, Hao Chen 0102, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang 0001, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie 0001. iclr 2023: [doi]

Personalized News Recommendation: Methods and ChallengesChuhan Wu, Fangzhao Wu, Yongfeng Huang 0001, Xing Xie 0001. tois, 41(1), January 2023. [doi]

A Causality Inspired Framework for Model InterpretationChenwang Wu, Xiting Wang, Defu Lian, Xing Xie 0001, Enhong Chen. kdd 2023: 2731-2741 [doi]

Defending ChatGPT against jailbreak attack via self-remindersYueqi Xie, Jingwei Yi, Jiawei Shao, Justin Curl, Lingjuan Lyu, Qifeng Chen, Xing Xie 0001, Fangzhao Wu. natmi, 5(12):1486-1496, December 2023. [doi]

GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization PerspectiveLinyi Yang, Shuibai Zhang, Libo Qin 0003, Yafu Li, Yidong Wang, Hanmeng Liu, Jindong Wang, Xing Xie 0001, Yue Zhang 0004. acl 2023: 12731-12750 [doi]

Longtriever: a Pre-trained Long Text Encoder for Dense Document RetrievalJunhan Yang, Zheng Liu, Chaozhuo Li, Guangzhong Sun, Xing Xie 0001. emnlp 2023: 3655-3665 [doi]

Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive OptimizationZonghan Yang, Xiaoyuan Yi, Peng Li, Yang Liu, Xing Xie 0001. iclr 2023: [doi]

CDSM: Cascaded Deep Semantic Matching on Textual Graphs Leveraging Ad-hoc Neighbor SelectionJing Yao, Zheng Liu, Junhan Yang, Zhicheng Dou, Xing Xie 0001, Ji-Rong Wen. tist, 14(2), April 2023. [doi]

UA-FedRec: Untargeted Attack on Federated News RecommendationJingwei Yi, Fangzhao Wu, Bin Zhu, Jing Yao, Zhulin Tao, Guangzhong Sun, Xing Xie 0001. kdd 2023: 5428-5438 [doi]

Continual Learning on Dynamic Graphs via Parameter IsolationPeiyan Zhang, Yuchen Yan, Chaozhuo Li, Senzhang Wang, Xing Xie 0001, Guojie Song, Sunghun Kim. sigir 2023: 601-611 [doi]

Improving Generalization of Adversarial Training via Robust Critical Fine-TuningKaijie Zhu, Xixu Hu, Jindong Wang 0001, Xing Xie 0001, Ge Yang. iccv 2023: 4401-4411 [doi]

2022

FedX: Unsupervised Federated Learning with Cross Knowledge DistillationSungwon Han 0001, Sungwon Park, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xing Xie 0001, Meeyoung Cha. eccv 2022: 691-707 [doi]

Self-explaining deep models with logic rule reasoningSeungEon Lee 0001, Xiting Wang, Sungwon Han 0001, Xiaoyuan Yi, Xing Xie 0001, Meeyoung Cha. nips 2022: [doi]

Localized Graph Collaborative FilteringYiqi Wang 0001, Chaozhuo Li, Mingzheng Li, Wei Jin 0009, Yuming Liu, Hao Sun, Xing Xie 0001, Jiliang Tang. sdm 2022: 540-548 [doi]

Personalized Chit-Chat Generation for Recommendation Using External Chat CorporaChangyu Chen, Xiting Wang, Xiaoyuan Yi, Fangzhao Wu, Xing Xie 0001, Rui Yan 0001. kdd 2022: 2721-2731 [doi]

A Survey on Knowledge Graph-Based Recommender SystemsQingyu Guo, Fuzhen Zhuang, Chuan Qin 0002, Hengshu Zhu, Xing Xie 0001, Hui Xiong 0001, Qing He 0003. tkde, 34(8):3549-3568, 2022. [doi]

Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text GenerationJinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie 0001. emnlp 2022: 6306-6320 [doi]

Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence SummarizationDongmin Hyun, Xiting Wang, Chanyoung Park, Xing Xie 0001, Hwanjo Yu. emnlp 2022: 2939-2951 [doi]

Towards Fine-Grained Reasoning for Fake News DetectionYiqiao Jin, Xiting Wang, Ruichao Yang, Yizhou Sun, Wei Wang 0010, Hao Liao, Xing Xie 0001. AAAI 2022: 5746-5754 [doi]

Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating AttentionWenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie 0001. emnlp 2022: 10834-10858 [doi]

Knowledge Enhanced Multi-Interest Network for the Generation of Recommendation CandidatesDanyang Liu, Yuji Yang, Mengdi Zhang, Wei Wu 0014, Xing Xie 0001, Guangzhong Sun. CIKM 2022: 3322-3331 [doi]

No One Left Behind: Inclusive Federated Learning over Heterogeneous DevicesRuixuan Liu, Fangzhao Wu, Chuhan Wu, Yanlin Wang, Lingjuan Lyu, Hong Chen 0001, Xing Xie 0001. kdd 2022: 3398-3406 [doi]

Domain-invariant Feature Exploration for Domain GeneralizationWang Lu, Jindong Wang 0001, Haoliang Li, Yiqiang Chen, Xing Xie 0001. tmlr, 2022, 2022. [doi]

Ada-GNN: Adapting to Local Patterns for Improving Graph Neural NetworksZihan Luo, Jianxun Lian, Hong Huang 0001, Hai Jin 0001, Xing Xie 0001. wsdm 2022: 638-647 [doi]

MINDSim: User Simulator for News RecommendersXufang Luo, Zheng Liu, Shitao Xiao, Xing Xie 0001, Dongsheng Li. WWW 2022: 2067-2077 [doi]

ProFairRec: Provider Fairness-aware News RecommendationTao Qi, Fangzhao Wu, Chuhan Wu, Peijie Sun, Le Wu, Xiting Wang, Yongfeng Huang 0001, Xing Xie 0001. sigir 2022: 1164-1173 [doi]

Conference Report: The 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2022) Seattle, Washington, USA November 1-4, 2022Matthias Renz, Mohamed Sarwat, Mario A. Nascimento, Shashi Shekhar, Xing Xie 0001. sigspatial, 14(1):2-6, November 2022. [doi]

Friend Recommendations with Self-Rescaling Graph Neural NetworksXiran Song, Jianxun Lian, Hong Huang, Mingqi Wu, Hai Jin 0001, Xing Xie 0001. kdd 2022: 3909-3919 [doi]

Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized RecommendationsYu Song, Shuai Sun, Jianxun Lian, Hong Huang, Yu Li, Hai Jin 0001, Xing Xie 0001. wsdm 2022: 947-956 [doi]

RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon InductionZhoujin Tian, Chaozhuo Li, Shuo Ren, Zhiqiang Zuo 0004, Zengxuan Wen, Xinyue Hu, Xiao Han, Haizhen Huang, Denvy Deng, Qi Zhang, Xing Xie 0001. emnlp 2022: 8870-8883 [doi]

A Generic Construction of Designated Verifier Signature from Standard Cryptographic AlgorithmsJun-Rui Wang, Xing Xie 0001, Yu-Chi Chen. jise, 38(5):1051-1063, 2022. [doi]

A Neural Corpus Indexer for Document RetrievalYujing Wang, Yingyan Hou, Haonan Wang, Ziming Miao, Shibin Wu, Qi Chen, Yuqing Xia, Chengmin Chi, Guoshuai Zhao, Zheng Liu, Xing Xie 0001, Hao Sun 0015, Weiwei Deng, Qi Zhang, Mao Yang. nips 2022: [doi]

FedAttack: Effective and Covert Poisoning Attack on Federated Recommendation via Hard SamplingChuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang, Xing Xie 0001. kdd 2022: 4164-4172 [doi]

FeedRec: News Feed Recommendation with Various User FeedbacksChuhan Wu, Fangzhao Wu, Tao Qi, Qi Liu, Xuan Tian, Jie Li, Wei He, Yongfeng Huang 0001, Xing Xie 0001. WWW 2022: 2088-2097 [doi]

Graph convolution machine for context-aware recommender systemJiancan Wu, Xiangnan He 0001, Xiang Wang, Qifan Wang, Weijian Chen, Jianxun Lian, Xing Xie 0001. fcsc, 16(6):166614, 2022. [doi]

FedCTR: Federated Native Ad CTR Prediction with Cross-platform User Behavior DataChuhan Wu, Fangzhao Wu, Lingjuan Lyu, Yongfeng Huang 0001, Xing Xie 0001. tist, 13(4), 2022. [doi]

Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based RetrievalShitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Yingxia Shao, Defu Lian, Chaozhuo Li, Hao Sun, Denvy Deng, Liangjie Zhang, Qi Zhang, Xing Xie 0001. WWW 2022: 286-296 [doi]

Reinforcement Subgraph Reasoning for Fake News DetectionRuichao Yang, Xiting Wang, Yiqiao Jin, Chaozhuo Li, Jianxun Lian, Xing Xie 0001. kdd 2022: 2253-2262 [doi]

Effective and Efficient Query-aware Snippet Extraction for Web SearchJingwei Yi, Fangzhao Wu, Chuhan Wu, Xiaolong Huang, Binxing Jiao, Guangzhong Sun, Xing Xie 0001. emnlp 2022: 3035-3046 [doi]

Clickbait Detection via Contrastive Variational Modelling of Text and LabelXiaoyuan Yi, Jiarui Zhang, Wenhao Li, Xiting Wang, Xing Xie 0001. IJCAI 2022: 4475-4481 [doi]

Geometric Disentangled Collaborative FilteringYiding Zhang, Chaozhuo Li, Xing Xie 0001, Xiao Wang, Chuan Shi, Yuming Liu, Hao Sun, Liangjie Zhang, Weiwei Deng, Qi Zhang. sigir 2022: 80-90 [doi]

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Publications by 'Xing Xie 0001'

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