Li Chen - RankMe

181 papers A* 13A 44B 6C 4Misc 1Journal 77Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A cross-domain study on the user experience of ChatGPT-based recommendations. Int. J. Hum. Comput. Stud. Yizhe Zhang, Yucheng Jin, Li Chen, Ting Yang
2026	—	`ed.`	Companion Proceedings of the 31st International Conference on Intelligent User Interfaces, IUI 2026, Paphos, Cyprus, March 23-26, 2026 IUI Companion Tsvi Kuflik, Styliani Kleanthous, Li Chen, Giulio Jacucci, Alison Renner
2026	J	`jnl`	Improving Methodological Standards in Recommender Systems Offline Evaluation. Trans. Recomm. Syst. Dietmar Jannach, Li Chen
2026	J	`jnl`	Investigating User-Side Fairness in Outcome and Process for Multi-Type Sensitive Attributes in Recommendations. Trans. Recomm. Syst. Weixin Chen, Li Chen, Yuhan Zhao
2026	A	`ed.`	Proceedings of the 31st International Conference on Intelligent User Interfaces, IUI 2026, Paphos, Cyprus, March 23-26, 2026 IUI Tsvi Kuflik, Styliani Kleanthous, Li Chen, Giulio Jaccuci, Alison Smith-Renner
2026	A*	`conf`	The Double-Edged Sword of Knowledge Transfer: Diagnosing and Curing Fairness Pathologies in Cross-Domain Recommendation. WWW Yuhan Zhao, Weixin Chen, Li Chen, Weike Pan
2026	J	`jnl`	The Double-Edged Sword of Knowledge Transfer: Diagnosing and Curing Fairness Pathologies in Cross-Domain Recommendation. CoRR Yuhan Zhao, Weixin Chen, Li Chen, Weike Pan
2025	J	`jnl`	Causality-Inspired Fair Representation Learning for Multimodal Recommendation. ACM Trans. Inf. Syst. Weixin Chen, Li Chen, Yongxin Ni, Yuhan Zhao
2025	J	`jnl`	Conversational Agents: A Framework for Evaluation (CAFE) (Dagstuhl Perspectives Workshop 24352). Dagstuhl Manifestos Christine Bauer, Li Chen, Nicola Ferro, Norbert Fuhr, Avishek Anand, Timo Breuer, Guglielmo Faggioli, Ophir Frieder, Hideo Joho, Jussi Karlgren, Johannes Kiesel, Bart P. Knijnenburg, Aldo Lipani, Lien Michiels, Andrea Papenmeier, Maria Soledad Pera, Mark Sanderson, Scott Sanner, Benno Stein, Johanne R. Trippas, Karin Verspoor, Martijn C. Willemsen
2025	A*	`conf`	DAR: Dimension-Adaptive Recommendation with Multi-Granular Noise Control. SIGIR Riwei Lai, Li Chen, Rui Chen, Chi Zhang
2025	J	`jnl`	Denoising and Augmented Negative Sampling for Collaborative Filtering. Trans. Recomm. Syst. Yuhan Zhao, Rui Chen, Riwei Lai, Qilong Han, Hongtao Song, Li Chen
2025	A	`conf`	Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems. RecSys Li Kang, Yuhan Zhao, Li Chen
2025	A*	`conf`	From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking. AAAI Yuhan Zhao, Rui Chen, Li Chen, Shuang Zhang, Qilong Han, Hongtao Song
2025	A	`conf`	Leave No One Behind: Fairness-Aware Cross-Domain Recommender Systems for Non-Overlapping Users. RecSys Weixin Chen, Yuhan Zhao, Li Chen, Weike Pan
2025	J	`jnl`	Leave No One Behind: Fairness-Aware Cross-Domain Recommender Systems for Non-Overlapping Users. CoRR Weixin Chen, Yuhan Zhao, Li Chen, Weike Pan
2025	J	`jnl`	Manifesto from Dagstuhl Perspectives Workshop 24352 - Conversational Agents: A Framework for Evaluation (CAFE). CoRR Christine Bauer, Li Chen, Nicola Ferro, Norbert Fuhr, Avishek Anand, Timo Breuer, Guglielmo Faggioli, Ophir Frieder, Hideo Joho, Jussi Karlgren, Johannes Kiesel, Bart P. Knijnenburg, Aldo Lipani, Lien Michiels, Andrea Papenmeier, Maria Soledad Pera, Mark Sanderson, Scott Sanner, Benno Stein, Johanne R. Trippas, Karin Verspoor, Martijn C. Willemsen
2024	A*	`conf`	Adaptive Hardness Negative Sampling for Collaborative Filtering. AAAI Riwei Lai, Rui Chen, Qilong Han, Chi Zhang, Li Chen
2024	J	`jnl`	Adaptive Hardness Negative Sampling for Collaborative Filtering. CoRR Riwei Lai, Rui Chen, Qilong Han, Chi Zhang, Li Chen
2024	J	`jnl`	Conversational Agents: A Framework for Evaluation (CAFE) (Dagstuhl Perspectives Workshop 24352). Dagstuhl Reports Christine Bauer, Li Chen, Nicola Ferro, Norbert Fuhr
2024	A	`conf`	EARL: Workshop on Evaluating and Applying Recommendation Systems with Large Language Models. RecSys Irene Li, Ruihai Dong, Lei Li, Li Chen
2024	A*	`conf`	Exploring the Design of Generative AI in Supporting Music-based Reminiscence for Older Adults. CHI Yucheng Jin, Wanling Cai, Li Chen, Yizhe Zhang, Gavin Doherty, Tonglin Jiang
2024	J	`jnl`	Exploring the Design of Generative AI in Supporting Music-based Reminiscence for Older Adults. CoRR Yucheng Jin, Wanling Cai, Li Chen, Yizhe Zhang, Gavin Doherty, Tonglin Jiang
2024	J	`jnl`	From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking. CoRR Yuhan Zhao, Rui Chen, Li Chen, Shuang Zhang, Qilong Han, Hongtao Song
2024	—	`conf`	Large Language Models for Generative Recommendation: A Survey and Visionary Discussions. LREC/COLING Lei Li, Yongfeng Zhang, Dugang Liu, Li Chen
2024	J	`jnl`	Matryoshka Representation Learning for Recommendation. CoRR Riwei Lai, Li Chen, Weixin Chen, Rui Chen
2024	J	`jnl`	Navigating User Experience of ChatGPT-based Conversational Recommender Systems: The Effects of Prompt Guidance and Recommendation Domain. CoRR Yizhe Zhang, Yucheng Jin, Li Chen, Ting Yang
2024	J	`jnl`	The way you assess matters: User interaction design of survey chatbots for mental health. Int. J. Hum. Comput. Stud. Yucheng Jin, Li Chen, Xianglin Zhao, Wanling Cai
2024	A	`conf`	Unleashing the Retrieval Potential of Large Language Models in Conversational Recommender Systems. RecSys Ting Yang, Li Chen
2024	A	`conf`	Unlocking the Hidden Treasures: Enhancing Recommendations with Unlabeled Data. RecSys Yuhan Zhao, Rui Chen, Qilong Han, Hongtao Song, Li Chen
2024	J	`jnl`	Unlocking the Hidden Treasures: Enhancing Recommendations with Unlabeled Data. CoRR Yuhan Zhao, Rui Chen, Qilong Han, Hongtao Song, Li Chen
2023	A*	`conf`	"Listen to Music, Listen to Yourself": Design of a Conversational Agent to Support Self-Awareness While Listening to Music. CHI Wanling Cai, Yucheng Jin, Xianglin Zhao, Li Chen
2023	J	`jnl`	ACM Transactions on Recommender Systems: Inaugural Issue Editorial. Trans. Recomm. Syst. Li Chen, Dietmar Jannach
2023	A	`conf`	Augmented Negative Sampling for Collaborative Filtering. RecSys Yuhan Zhao, Rui Chen, Riwei Lai, Qilong Han, Hongtao Song, Li Chen
2023	J	`jnl`	Augmented Negative Sampling for Collaborative Filtering. CoRR Yuhan Zhao, Rui Chen, Riwei Lai, Qilong Han, Hongtao Song, Li Chen
2023	J	`jnl`	Comparing button-based chatbots with webpages for presenting fact-checking results: A case study of health information. Inf. Process. Manag. Xianglin Zhao, Li Chen, Yucheng Jin, Xinzhi Zhang
2023	A	`conf`	Disentangled Negative Sampling for Collaborative Filtering. WSDM Riwei Lai, Li Chen, Yuhan Zhao, Rui Chen, Qilong Han
2023	J	`jnl`	Eye-tracking-based personality prediction with recommendation interfaces. User Model. User Adapt. Interact. Li Chen, Wanling Cai, Dongning Yan, Shlomo Berkovsky
2023	J	`jnl`	FMMRec: Fairness-aware Multimodal Recommendation. CoRR Weixin Chen, Li Chen, Yongxin Ni, Yuhan Zhao, Fajie Yuan, Yongfeng Zhang
2023	J	`jnl`	Large Language Models for Generative Recommendation: A Survey and Visionary Discussions. CoRR Lei Li, Yongfeng Zhang, Dugang Liu, Li Chen
2023	J	`jnl`	On the Relationship between Explanation and Recommendation: Learning to Rank Explanations for Improved Performance. ACM Trans. Intell. Syst. Technol. Lei Li, Yongfeng Zhang, Li Chen
2023	J	`jnl`	Personalized Prompt Learning for Explainable Recommendation. ACM Trans. Inf. Syst. Lei Li, Yongfeng Zhang, Li Chen
2023	A	`ed.`	Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023 RecSys Jie Zhang, Li Chen, Shlomo Berkovsky, Min Zhang, Tommaso Di Noia, Justin Basilico, Luiz Pizzato, Yang Song
2023	A	`conf`	Prompt Distillation for Efficient LLM-based Recommendation. CIKM Lei Li, Yongfeng Zhang, Li Chen
2023	J	`jnl`	The Influence of Personality Traits on User Interaction with Recommendation Interfaces. ACM Trans. Interact. Intell. Syst. Dongning Yan, Li Chen
2023	A	`conf`	Tutorial on Large Language Models for Recommendation. RecSys Wenyue Hua, Lei Li, Shuyuan Xu, Li Chen, Yongfeng Zhang
2023	J	`jnl`	Understanding Disclosure and Support for Youth Mental Health in Social Music Communities. Proc. ACM Hum. Comput. Interact. Yucheng Jin, Wanling Cai, Li Chen, Yuwan Dai, Tonglin Jiang
2022	—	`conf`	A Diary Study of Social Explanations for Recommendations in Daily Life. UMAP (Adjunct Publication) Zhirun Zhang, Yucheng Jin, Li Chen
2022	—	`conf`	A Pilot Study for Understanding Users' Attitudes Towards a Conversational Agent for News Recommendation. CUI Li Chen, Zhirun Zhang, Xinzhi Zhang, Lehong Zhao
2022	J	`jnl`	A Survey on Conversational Recommender Systems. ACM Comput. Surv. Dietmar Jannach, Ahtsham Manzoor, Wanling Cai, Li Chen
2022	J	`jnl`	Conversational Recommendation: A Grand AI Challenge. AI Mag. Dietmar Jannach, Li Chen
2022	J	`jnl`	Conversational Recommendation: A Grand AI Challenge. CoRR Dietmar Jannach, Li Chen
2022	J	`jnl`	Effects of Feature-Based Explanation and Its Output Modality on User Satisfaction With Service Recommender Systems. Frontiers Big Data Zhirun Zhang, Li Chen, Tonglin Jiang, Yutong Li, Lei Li
2022	A	`conf`	Global and Personalized Graphs for Heterogeneous Sequential Recommendation by Learning Behavior Transitions and User Intentions. RecSys Weixin Chen, Mingkai He, Yongxin Ni, Weike Pan, Li Chen, Zhong Ming
2022	A*	`conf`	Impacts of Personal Characteristics on User Trust in Conversational Recommender Systems. CHI Wanling Cai, Yucheng Jin, Li Chen
2022	J	`jnl`	Impacts of Personal Characteristics on User Trust in Conversational Recommender Systems. CoRR Wanling Cai, Yucheng Jin, Li Chen
2022	J	`jnl`	JIIS preface for the special issue on advances in recommender systems. J. Intell. Inf. Syst. Yong Zheng, Li Chen, Markus Zanker, Panagiotis Symeonidis
2022	—	`conf`	Multiple Neighbor Relation Enhanced Graph Collaborative Filtering. WI/IAT Riwei Lai, Shitong Xiao, Rui Chen, Li Chen, Qilong Han, Li Li
2022	—	`ch.`	Personality and Recommender Systems. Recommender Systems Handbook Marko Tkalcic, Li Chen
2022	J	`jnl`	Personalized Prompt Learning for Explainable Recommendation. CoRR Lei Li, Yongfeng Zhang, Li Chen
2022	B	`conf`	TUR: Utilizing Temporal Information to Make Unexpected E-Commerce Recommendations. WISE Yongxin Ni, Ningxia Wang, Li Chen, Rui Chen, Lei Li
2022	J	`jnl`	Task-Oriented User Evaluation on Critiquing-Based Recommendation Chatbots. IEEE Trans. Hum. Mach. Syst. Wanling Cai, Yucheng Jin, Li Chen
2021	—	`conf`	BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. DASFAA (Workshops) Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu
2021	J	`jnl`	BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. CoRR Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu
2021	J	`jnl`	CAESAR: context-aware explanation based on supervised attention for service recommendations. J. Intell. Inf. Syst. Lei Li, Li Chen, Ruihai Dong
2021	A	`conf`	Critiquing for Music Exploration in Conversational Recommender Systems. IUI Wanling Cai, Yucheng Jin, Li Chen
2021	A*	`conf`	EXTRA: Explanation Ranking Datasets for Explainable Recommendation. SIGIR Lei Li, Yongfeng Zhang, Li Chen
2021	J	`jnl`	EXTRA: Explanation Ranking Datasets for Explainable Recommendation. CoRR Lei Li, Yongfeng Zhang, Li Chen
2021	B	`conf`	Informing the Design of a News Chatbot. IVA Zhirun Zhang, Xinzhi Zhang, Li Chen
2021	B	`conf`	Key Qualities of Conversational Recommender Systems: From Users' Perspective. HAI Yucheng Jin, Li Chen, Wanling Cai, Pearl Pu
2021	J	`jnl`	Learning to Explain Recommendations. CoRR Lei Li, Yongfeng Zhang, Li Chen
2021	—	`conf`	Personalized Transformer for Explainable Recommendation. ACL/IJCNLP (1) Lei Li, Yongfeng Zhang, Li Chen
2021	J	`jnl`	Personalized Transformer for Explainable Recommendation. CoRR Lei Li, Yongfeng Zhang, Li Chen
2021	A	`conf`	User Bias in Beyond-Accuracy Measurement of Recommendation Algorithms. RecSys Ningxia Wang, Li Chen
2020	J	`jnl`	A Survey on Conversational Recommender Systems. CoRR Dietmar Jannach, Ahtsham Manzoor, Wanling Cai, Li Chen
2020	A	`conf`	Generate Neural Template Explanations for Recommendation. CIKM Lei Li, Yongfeng Zhang, Li Chen
2020	A	`conf`	Predicting User Intents and Satisfaction with Dialogue-based Conversational Recommendations. UMAP Wanling Cai, Li Chen
2020	A	`ed.`	RecSys 2020: Fourteenth ACM Conference on Recommender Systems, Virtual Event, Brazil, September 22-26, 2020 RecSys Rodrygo L. T. Santos, Leandro Balby Marinho, Elizabeth M. Daly, Li Chen, Kim Falk, Noam Koenigstein, Edleno Silva de Moura
2020	A	`conf`	The Impacts of Item Features and User Characteristics on Users' Perceived Serendipity of Recommendations. UMAP Ningxia Wang, Li Chen, Yonghua Yang
2020	—	`conf`	Towards Controllable Explanation Generation for Recommender Systems via Neural Template. WWW (Companion Volume) Lei Li, Li Chen, Yongfeng Zhang
2020	—	`conf`	UMAP 2020 Demo and Late-Breaking Results Chairs' Preface. UMAP (Adjunct Publication) Li Chen, Bart P. Knijnenburg, Frosina Koceva
2019	—	`conf`	Context-Aware Co-attention Neural Network for Service Recommendations. ICDE Workshops Lei Li, Ruihai Dong, Li Chen
2019	A*	`conf`	How Serendipity Improves User Satisfaction with Recommendations? A Large-Scale User Evaluation. WWW Li Chen, Yonghua Yang, Ningxia Wang, Keping Yang, Quan Yuan
2019	J	`jnl`	Inferring Students' Personality from Their Communication Behavior in Web-based Learning Systems. Int. J. Artif. Intell. Educ. Wen Wu, Li Chen, Qingchang Yang, You Li
2019	A	`conf`	MusicBot: Evaluating Critiquing-Based Music Recommenders with Conversational Interaction. CIKM Yucheng Jin, Wanling Cai, Li Chen, Nyi Nyi Htun, Katrien Verbert
2019	J	`jnl`	Neighborhood-enhanced transfer learning for one-class collaborative filtering. Neurocomputing Wanling Cai, Jiongbin Zheng, Weike Pan, Jing Lin, Lin Li, Li Chen, Xiaogang Peng, Zhong Ming
2019	J	`jnl`	Personalized recommendation with implicit feedback via learning pairwise preferences over item-sets. Knowl. Inf. Syst. Weike Pan, Li Chen, Zhong Ming
2019	—	`conf`	Towards a Taxonomy of User Feedback Intents for Conversational Recommendations. RecSys (Late-Breaking Results) Wanling Cai, Li Chen
2019	J	`jnl`	User Evaluations on Sentiment-based Recommendation Explanations. ACM Trans. Interact. Intell. Syst. Li Chen, Dongning Yan, Feng Wang
2019	J	`jnl`	User perception of sentiment-integrated critiquing in recommender systems. Int. J. Hum. Comput. Stud. Li Chen, Dongning Yan, Feng Wang
2018	J	`jnl`	A heterogeneous hidden Markov model for mobile app recommendation. Knowl. Inf. Syst. Victor C. Cheng, Li Chen, William K. Cheung, Chi-kuen Fok
2018	J	`jnl`	ACM UMAP 2018 - User Modeling, Adaptation and Personalization: 8-11 July, 2018 at NTU, Singapore. SIGWEB Newsl. Jie Zhang, Tanja Mitrovic, David Chin, Li Chen
2018	—	`ed.`	Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018, Singapore, July 08-11, 2018 UMAP (Adjunct Publication) Tanja Mitrovic, Jie Zhang, Li Chen, David Chin
2018	J	`jnl`	Incorporating user experience into critiquing-based recommender systems: a collaborative approach based on compound critiquing. Int. J. Mach. Learn. Cybern. Haoran Xie, Debby Dan Wang, Yanghui Rao, Tak-Lam Wong, Raymond Y. K. Lau, Li Chen, Fu Lee Wang
2018	J	`jnl`	Personalizing recommendation diversity based on user personality. User Model. User Adapt. Interact. Wen Wu, Li Chen, Yu Zhao
2018	A	`ed.`	Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018, Singapore, July 08-11, 2018 UMAP Tanja Mitrovic, Jie Zhang, Li Chen, David Chin
2018	A	`conf`	RLT: Residual-Loop Training in Collaborative Filtering for Combining Factorization and Global-Local Neighborhood. ICWS Lei Li, Weike Pan, Li Chen, Zhong Ming
2017	A	`conf`	Explaining Recommendations Based on Feature Sentiments in Product Reviews. IUI Li Chen, Feng Wang
2017	A	`conf`	Inferring Students' Sense of Community from Their Communication Behavior in Online Courses. UMAP Wen Wu, Li Chen, Qingchang Yang
2017	J	`jnl`	Investigating users' eye movement behavior in critiquing-based recommender systems. AI Commun. Li Chen, Feng Wang, Pearl Pu
2017	—	`ch.`	Personality and Recommendation Diversity. Emotions and Personality in Personalized Services Li Chen, Wen Wu, Liang He
2017	—	`conf`	Review-Based Screening Interface for Improving Users' Decision Process in E-commerce. HCI (24) Dongning Yan, Li Chen
2016	B	`conf`	A Nonlinear State Space Model for Identifying At-Risk Students in Open Online Courses. EDM Feng Wang, Li Chen
2016	A	`conf`	An Eye-Tracking Study: Implication to Implicit Critiquing Feedback Elicitation in Recommender Systems. UMAP Li Chen, Feng Wang
2016	J	`jnl`	Group Bayesian personalized ranking with rich interactions for one-class collaborative filtering. Neurocomputing Weike Pan, Li Chen
2016	J	`jnl`	Incorporating sentiment into tag-based user profiles and resource profiles for personalized search in folksonomy. Inf. Process. Manag. Haoran Xie, Xiaodong Li, Tao Wang, Raymond Y. K. Lau, Tak-Lam Wong, Li Chen, Fu Lee Wang, Qing Li
2016	C	`conf`	Inferring Users' Critiquing Feedback on Recommendations from Eye Movements. ICCBR Li Chen, Feng Wang, Wen Wu
2016	J	`jnl`	Personalized search for social media via dominating verbal context. Neurocomputing Haoran Xie, Xiaodong Li, Tao Wang, Li Chen, Ke Li, Fu Lee Wang, Yi Cai, Qing Li, Huaqing Min
2016	—	`conf`	Students' Personality and Chat Room Behavior in Synchronous Online Learning. UMAP (Extended Proceedings) Wen Wu, Li Chen, Qingchang Yang
2016	A	`conf`	Where to Place Your Next Restaurant?: Optimal Restaurant Placement via Leveraging User-Generated Reviews. CIKM Feng Wang, Li Chen, Weike Pan
2015	—	`conf`	An Empirical Study of User Decision Making Behavior in E-Commerce. HCI (23) Dongning Yan, Li Chen
2015	J	`jnl`	Augmenting service recommender systems by incorporating contextual opinions from user reviews. User Model. User Adapt. Interact. Guanliang Chen, Li Chen
2015	J	`jnl`	Emotional States Associated with Music: Classification, Prediction of Changes, and Consideration in Recommendation. ACM Trans. Interact. Intell. Syst. James J. Deng, Clement H. C. Leung, Alfredo Milani, Li Chen
2015	—	`ch.`	Human Decision Making and Recommender Systems. Recommender Systems Handbook Anthony Jameson, Martijn C. Willemsen, Alexander Felfernig, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Li Chen
2015	A	`conf`	Implicit Acquisition of User Personality for Augmenting Movie Recommendations. UMAP Wen Wu, Li Chen
2015	—	`ch.`	Personality and Recommender Systems. Recommender Systems Handbook Marko Tkalcic, Li Chen
2015	—	`conf`	Personality in Recommender Systems. EMPIRE@RecSys Li Chen
2015	J	`jnl`	Recommender systems based on user reviews: the state of the art. User Model. User Adapt. Interact. Li Chen, Guanliang Chen, Feng Wang
2015	J	`jnl`	Review mining for estimating users' ratings and weights for product aspects. Web Intell. Feng Wang, Li Chen
2014	J	`jnl`	An Adaptive Fusion Algorithm for Spam Detection. IEEE Intell. Syst. Congfu Xu, Baojun Su, Yunbiao Cheng, Weike Pan, Li Chen
2014	A	`conf`	Collaborative Compound Critiquing. UMAP Haoran Xie, Li Chen, Feng Wang
2014	J	`jnl`	Experiment on sentiment embedded comparison interface. Knowl. Based Syst. Li Chen, Feng Wang, Luole Qi, Fengfeng Liang
2014	J	`jnl`	Experiments on user experiences with recommender interfaces. Behav. Inf. Technol. Li Chen, Pearl Pu
2014	J	`jnl`	News impact on stock price return via sentiment analysis. Knowl. Based Syst. Xiaodong Li, Haoran Xie, Li Chen, Jianping Wang, Xiaotie Deng
2014	A	`conf`	Recommendation Based on Contextual Opinions. UMAP Guanliang Chen, Li Chen
2014	—	`conf`	Recovering Human Mobility Flow Models and Daily Routine Patterns in a Smart Environment. ICDM Workshops Li Chen, William K. Cheung
2014	—	`conf`	Sentiment-enhanced explanation of product recommendations. WWW (Companion Volume) Li Chen, Feng Wang
2013	J	`jnl`	A unified framework for recommending items, groups and friends in social media environment via mutual resource fusion. Expert Syst. Appl. Li Chen, Wei Zeng, Quan Yuan
2013	A	`conf`	CoFiSet: Collaborative Filtering via Learning Pairwise Preferences over Item-sets. SDM Li Chen, Weike Pan
2013	A*	`conf`	GBPR: Group Preference Based Bayesian Personalized Ranking for One-Class Collaborative Filtering. IJCAI Weike Pan, Li Chen
2013	J	`jnl`	Generating virtual ratings from chinese reviews to augment online recommendations. ACM Trans. Intell. Syst. Technol. Weishi Zhang, Guiguang Ding, Li Chen, Chunping Li, Chengbo Zhang
2013	Misc	`conf`	Heterogeneous data fusion via matrix factorization for augmenting item, group and friend recommendations. SAC Wei Zeng, Li Chen
2013	—	`conf`	How personality influences users' needs for recommendation diversity? CHI Extended Abstracts Li Chen, Wen Wu, Liang He
2013	J	`jnl`	Human Decision Making and Recommender Systems. ACM Trans. Interact. Intell. Syst. Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro
2013	J	`jnl`	Introduction to the special section on social recommender systems. ACM Trans. Intell. Syst. Technol. Ido Guy, Li Chen, Michelle X. Zhou
2013	J	`jnl`	Preference-based clustering reviews for augmenting e-commerce recommendation. Knowl. Based Syst. Li Chen, Feng Wang
2013	—	`ed.`	Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), Hong Kong, China, October 12, 2013. Decisions@RecSys Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen
2013	A	`conf`	Recommendation for New Users with Partial Preferences by Integrating Product Reviews with Static Specifications. UMAP Feng Wang, Weike Pan, Li Chen
2013	C	`conf`	Recommending Interest Groups to Social Media Users by Incorporating Heterogeneous Resources. IEA/AIE Wei Zeng, Li Chen
2013	—	`conf`	Using personality to adjust diversity in recommender systems. HT Wen Wu, Li Chen, Liang He
2013	A	`conf`	Workshop on human decision making in recommender systems: decisions@RecSys'13. RecSys Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen
2012	—	`ch.`	Augmenting Collaborative Recommenders by Fusing Social Relationships: Membership and Friendship. Recommender Systems for the Social Web Quan Yuan, Li Chen, Shiwan Zhao
2012	J	`jnl`	Comparison of feature-level learning methods for mining online consumer reviews. Expert Syst. Appl. Li Chen, Luole Qi, Feng Wang
2012	J	`jnl`	Critiquing-based recommenders: survey and emerging trends. User Model. User Adapt. Interact. Li Chen, Pearl Pu
2012	J	`jnl`	Evaluating recommender systems from the user's perspective: survey of the state of the art. User Model. User Adapt. Interact. Pearl Pu, Li Chen, Rong Hu
2012	C	`ed.`	Foundations of Intelligent Systems - 20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012. Proceedings ISMIS Li Chen, Alexander Felfernig, Jiming Liu, Zbigniew W. Ras
2012	—	`conf`	Recommending Inexperienced Products via Learning from Consumer Reviews. Web Intelligence Feng Wang, Li Chen
2011	A	`conf`	A user-centric evaluation framework for recommender systems. RecSys Pearl Pu, Li Chen, Rong Hu
2011	—	`conf`	Comparison of Model-Based Learning Methods for Feature-Level Opinion Mining. Web Intelligence Luole Qi, Li Chen
2011	A	`conf`	Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation. RecSys Quan Yuan, Li Chen, Shiwan Zhao
2011	—	`conf`	From Privacy Concern to Uses of Social Network Sites: A Cultural Comparison via User Survey. SocialCom/PASSAT Ho Keung Tsoi, Li Chen
2011	J	`jnl`	Introduction. ACM Trans. Intell. Syst. Technol. Ido Guy, Li Chen, Michelle X. Zhou
2011	—	`conf`	Privacy Concern and Trust in Using Social Network Sites: A Comparison between French and Chinese Users. INTERACT (3) Li Chen, Ho Keung Tsoi
2011	A	`conf`	RecSys'11 workshop on human decision making in recommender systems. RecSys Alexander Felfernig, Li Chen, Monika Mandl
2011	J	`jnl`	Social opinion mining for supporting buyers' complex decision making: exploratory user study and algorithm comparison. Soc. Netw. Anal. Min. Li Chen, Luole Qi
2011	—	`ch.`	Usability Guidelines for Product Recommenders Based on Example Critiquing Research. Recommender Systems Handbook Pearl Pu, Boi Faltings, Li Chen, Jiyong Zhang, Paolo Viappiani
2011	A	`conf`	Users' eye gaze pattern in organization-based recommender interfaces. IUI Li Chen, Pearl Pu
2010	B	`conf`	A Linear-Chain CRF-Based Learning Approach for Web Opinion Mining. WISE Luole Qi, Li Chen
2010	—	`conf`	A diary study of understanding contextual information needs during leisure traveling. IIiX Li Chen, Luole Qi
2010	—	`conf`	Augmenting Chinese Online Video Recommendations by Using Virtual Ratings Predicted by Review Sentiment Classification. ICDM Workshops Weishi Zhang, Guiguang Ding, Li Chen, Chunping Li
2010	J	`jnl`	Experiments on the preference-based organization interface in recommender systems. ACM Trans. Comput. Hum. Interact. Li Chen, Pearl Pu
2010	A	`conf`	Eye-Tracking Study of User Behavior in Recommender Interfaces. UMAP Li Chen, Pearl Pu
2010	A	`conf`	Social influence of product popularity on consumer decisions: usability study of Flickr camera finder. IUI Li Chen
2010	A*	`conf`	Temporal recommendation on graphs via long- and short-term preference fusion. KDD Liang Xiang, Quan Yuan, Shiwan Zhao, Li Chen, Xiatian Zhang, Qing Yang, Jimeng Sun
2010	B	`conf`	Towards Three-Stage Recommender Support for Online Consumers: Implications from a User Study. WISE Li Chen
2010	C	`conf`	Understanding buyers' social information needs during purchase decision process. ICEC Li Chen
2010	A	`conf`	Workshop on social recommender systems. IUI Ido Guy, Li Chen, Michelle X. Zhou
2009	—	`conf`	Adapting Recommendations Organization to User Preferences. Web Intelligence/IAT Workshops Li Chen
2009	A	`conf`	Adaptive tradeoff explanations in conversational recommenders. RecSys Li Chen
2009	A	`conf`	How Users Perceive and Appraise Personalized Recommendations. UMAP Nicolas Jones, Pearl Pu, Li Chen
2009	J	`jnl`	Interaction design guidelines on critiquing-based recommender systems. User Model. User Adapt. Interact. Li Chen, Pearl Pu
2008	A	`conf`	A cross-cultural user evaluation of product recommender interfaces. RecSys Li Chen, Pearl Pu
2008	J	`jnl`	Evaluating product search and recommender systems for E-commerce environments. Electron. Commer. Res. Pearl Pu, Li Chen, Pratyush Kumar
2008	—	`—`	User decision improvement and trust building in product recommender systems. Li Chen
2008	J	`jnl`	User-Involved Preference Elicitation for Product Search and Recommender Systems. AI Mag. Pearl Pu, Li Chen
2007	A	`conf`	Hybrid critiquing-based recommender systems. IUI Li Chen, Pearl Pu
2007	—	`conf`	Preference-Based Organization Interfaces: Aiding User Critiques in Recommender Systems. User Modeling Li Chen, Pearl Pu
2007	A	`conf`	The evaluation of a hybrid critiquing system with preference-based recommendations organization. RecSys Li Chen, Pearl Pu
2007	J	`jnl`	Trust-inspiring explanation interfaces for recommender systems. Knowl. Based Syst. Pearl Pu, Li Chen
2006	A*	`conf`	Evaluating Critiquing-based Recommender Agents. AAAI Li Chen, Pearl Pu
2006	A	`conf`	Trust building with explanation interfaces. IUI Pearl Pu, Li Chen
2005	A*	`conf`	Integrating tradeoff support in product search tools for e-commerce sites. EC Pearl Pu, Li Chen