Li Chen

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 35

Top Topics

Recommender Systems

Personalized Recommendation

Collaborative Filtering

Top Venues

Trans. Recomm. Syst.

Knowl. Inf. Syst.

Publications

Lei Li, Yongfeng Zhang, Dugang Liu, Li Chen
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions. LREC/COLING (2024)
Riwei Lai, Rui Chen, Qilong Han, Chi Zhang, Li Chen
Adaptive Hardness Negative Sampling for Collaborative Filtering. AAAI (2024)
Riwei Lai, Rui Chen, Qilong Han, Chi Zhang, Li Chen
Adaptive Hardness Negative Sampling for Collaborative Filtering. CoRR (2024)
Yucheng Jin, Li Chen, Wanling Cai, Xianglin Zhao
: A User-centric Evaluation Framework for Conversational Recommender Systems. Trans. Recomm. Syst. 2 (1) (2024)
Yucheng Jin, Li Chen, Xianglin Zhao, Wanling Cai
The way you assess matters: User interaction design of survey chatbots for mental health. Int. J. Hum. Comput. Stud. 189 (2024)
Yuhan Zhao, Rui Chen, Riwei Lai, Qilong Han, Hongtao Song, Li Chen
Augmented Negative Sampling for Collaborative Filtering. RecSys (2023)
Li Chen, Dietmar Jannach
ACM Transactions on Recommender Systems: Inaugural Issue Editorial. Trans. Recomm. Syst. 1 (1) (2023)
Yucheng Jin, Wanling Cai, Li Chen, Yuwan Dai, Tonglin Jiang
Understanding Disclosure and Support for Youth Mental Health in Social Music Communities. Proc. ACM Hum. Comput. Interact. 7 (CSCW1) (2023)
Lei Li, Yongfeng Zhang, Li Chen
Prompt Distillation for Efficient LLM-based Recommendation. CIKM (2023)
Lei Li, Yongfeng Zhang, Dugang Liu, Li Chen
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions. CoRR (2023)
Dongning Yan, Li Chen
The Influence of Personality Traits on User Interaction with Recommendation Interfaces. ACM Trans. Interact. Intell. Syst. 13 (1) (2023)
Lei Li, Yongfeng Zhang, Li Chen
Personalized Prompt Learning for Explainable Recommendation. ACM Trans. Inf. Syst. 41 (4) (2023)
Li Chen, Wanling Cai, Dongning Yan, Shlomo Berkovsky
Eye-tracking-based personality prediction with recommendation interfaces. User Model. User Adapt. Interact. 33 (1) (2023)
Wenyue Hua, Lei Li, Shuyuan Xu, Li Chen, Yongfeng Zhang
Tutorial on Large Language Models for Recommendation. RecSys (2023)
Dietmar Jannach, Li Chen
Conversational Recommendation: A Grand AI Challenge. AI Mag. 43 (2) (2022)
Wanling Cai, Yucheng Jin, Li Chen
Impacts of Personal Characteristics on User Trust in Conversational Recommender Systems. CHI (2022)
Wanling Cai, Yucheng Jin, Li Chen
Task-Oriented User Evaluation on Critiquing-Based Recommendation Chatbots. IEEE Trans. Hum. Mach. Syst. 52 (3) (2022)
Yong Zheng, Li Chen, Markus Zanker, Panagiotis Symeonidis
JIIS preface for the special issue on advances in recommender systems. J. Intell. Inf. Syst. 58 (2) (2022)
Lei Li, Li Chen, Ruihai Dong
CAESAR: context-aware explanation based on supervised attention for service recommendations. J. Intell. Inf. Syst. 57 (1) (2021)
Ningxia Wang, Li Chen
User Bias in Beyond-Accuracy Measurement of Recommendation Algorithms. RecSys (2021)
Ningxia Wang, Li Chen, Yonghua Yang
The Impacts of Item Features and User Characteristics on Users' Perceived Serendipity of Recommendations. UMAP (2020)
Weike Pan, Li Chen, Zhong Ming
Personalized recommendation with implicit feedback via learning pairwise preferences over item-sets. Knowl. Inf. Syst. 58 (2) (2019)
Lei Li, Ruihai Dong, Li Chen
Context-Aware Co-attention Neural Network for Service Recommendations. ICDE Workshops (2019)
Wen Wu, Li Chen, Qingchang Yang, You Li
Inferring Students' Personality from Their Communication Behavior in Web-based Learning Systems. Int. J. Artif. Intell. Educ. 29 (2) (2019)
Li Chen, Yonghua Yang, Ningxia Wang, Keping Yang, Quan Yuan
How Serendipity Improves User Satisfaction with Recommendations? A Large-Scale User Evaluation. WWW (2019)
Victor C. Cheng, Li Chen, William K. Cheung, Chi-kuen Fok
A heterogeneous hidden Markov model for mobile app recommendation. Knowl. Inf. Syst. 57 (1) (2018)
Li Chen, Feng Wang
Explaining Recommendations Based on Feature Sentiments in Product Reviews. IUI (2017)
Li Chen, Feng Wang, Pearl Pu
Investigating users' eye movement behavior in critiquing-based recommender systems. AI Commun. 30 (3-4) (2017)
Wen Wu, Li Chen, Qingchang Yang
Inferring Students' Sense of Community from Their Communication Behavior in Online Courses. UMAP (2017)
Li Chen, Feng Wang, Wen Wu
Inferring Users' Critiquing Feedback on Recommendations from Eye Movements. ICCBR (2016)
Feng Wang, Li Chen
A Nonlinear State Space Model for Identifying At-Risk Students in Open Online Courses. EDM (2016)
Li Chen, Feng Wang
An Eye-Tracking Study: Implication to Implicit Critiquing Feedback Elicitation in Recommender Systems. UMAP (2016)
Wen Wu, Li Chen, Qingchang Yang
Students' Personality and Chat Room Behavior in Synchronous Online Learning. UMAP (Extended Proceedings) (2016)
Weike Pan, Li Chen
Group Bayesian personalized ranking with rich interactions for one-class collaborative filtering. Neurocomputing 207 (2016)
Feng Wang, Li Chen, Weike Pan
Where to Place Your Next Restaurant?: Optimal Restaurant Placement via Leveraging User-Generated Reviews. CIKM (2016)
James J. Deng, Clement H. C. Leung, Alfredo Milani, Li Chen
Emotional States Associated with Music: Classification, Prediction of Changes, and Consideration in Recommendation. ACM Trans. Interact. Intell. Syst. 5 (1) (2015)
Li Chen, Guanliang Chen, Feng Wang
Recommender systems based on user reviews: the state of the art. User Model. User Adapt. Interact. 25 (2) (2015)
Feng Wang, Li Chen
Review mining for estimating users' ratings and weights for product aspects. Web Intell. 13 (3) (2015)
Wen Wu, Li Chen
Implicit Acquisition of User Personality for Augmenting Movie Recommendations. UMAP (2015)
Haoran Xie, Li Chen, Feng Wang
Collaborative Compound Critiquing. UMAP (2014)
Li Chen, Feng Wang, Luole Qi, Fengfeng Liang
Experiment on sentiment embedded comparison interface. Knowl. Based Syst. 64 (2014)
Li Chen, Pearl Pu
Experiments on user experiences with recommender interfaces. Behav. Inf. Technol. 33 (4) (2014)
Li Chen, Feng Wang
Sentiment-enhanced explanation of product recommendations. WWW (Companion Volume) (2014)
Guanliang Chen, Li Chen
Recommendation Based on Contextual Opinions. UMAP (2014)
Congfu Xu, Baojun Su, Yunbiao Cheng, Weike Pan, Li Chen
An Adaptive Fusion Algorithm for Spam Detection. IEEE Intell. Syst. 29 (4) (2014)
Xiaodong Li, Haoran Xie, Li Chen, Jianping Wang, Xiaotie Deng
News impact on stock price return via sentiment analysis. Knowl. Based Syst. 69 (2014)
Li Chen, Wei Zeng, Quan Yuan
A unified framework for recommending items, groups and friends in social media environment via mutual resource fusion. Expert Syst. Appl. 40 (8) (2013)
Feng Wang, Weike Pan, Li Chen
Recommendation for New Users with Partial Preferences by Integrating Product Reviews with Static Specifications. UMAP (2013)
Li Chen, Feng Wang
Preference-based clustering reviews for augmenting e-commerce recommendation. Knowl. Based Syst. 50 (2013)
Wei Zeng, Li Chen
Recommending Interest Groups to Social Media Users by Incorporating Heterogeneous Resources. IEA/AIE (2013)
Weike Pan, Li Chen
GBPR: Group Preference Based Bayesian Personalized Ranking for One-Class Collaborative Filtering. IJCAI (2013)
Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro
Human Decision Making and Recommender Systems. ACM Trans. Interact. Intell. Syst. 3 (3) (2013)
Li Chen, Weike Pan
CoFiSet: Collaborative Filtering via Learning Pairwise Preferences over Item-sets. SDM (2013)
Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen
Workshop on human decision making in recommender systems: decisions@RecSys'13. RecSys (2013)
Weishi Zhang, Guiguang Ding, Li Chen, Chunping Li, Chengbo Zhang
Generating virtual ratings from chinese reviews to augment online recommendations. ACM Trans. Intell. Syst. Technol. 4 (1) (2013)
Wen Wu, Li Chen, Liang He
Using personality to adjust diversity in recommender systems. HT (2013)
Wei Zeng, Li Chen
Heterogeneous data fusion via matrix factorization for augmenting item, group and friend recommendations. SAC (2013)
Li Chen, Wen Wu, Liang He
How personality influences users' needs for recommendation diversity? CHI Extended Abstracts (2013)
Li Chen, Luole Qi, Feng Wang
Comparison of feature-level learning methods for mining online consumer reviews. Expert Syst. Appl. 39 (10) (2012)
Li Chen, Pearl Pu
Critiquing-based recommenders: survey and emerging trends. User Model. User Adapt. Interact. 22 (1-2) (2012)
Feng Wang, Li Chen
Recommending Inexperienced Products via Learning from Consumer Reviews. Web Intelligence (2012)
Pearl Pu, Li Chen, Rong Hu
Evaluating recommender systems from the user's perspective: survey of the state of the art. User Model. User Adapt. Interact. 22 (4-5) (2012)
Quan Yuan, Li Chen, Shiwan Zhao
Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation. RecSys (2011)
Li Chen, Pearl Pu
Users' eye gaze pattern in organization-based recommender interfaces. IUI (2011)
Alexander Felfernig, Li Chen, Monika Mandl
RecSys'11 workshop on human decision making in recommender systems. RecSys (2011)
Pearl Pu, Li Chen, Rong Hu
A user-centric evaluation framework for recommender systems. RecSys (2011)
Luole Qi, Li Chen
Comparison of Model-Based Learning Methods for Feature-Level Opinion Mining. Web Intelligence (2011)
Li Chen, Ho Keung Tsoi
Privacy Concern and Trust in Using Social Network Sites: A Comparison between French and Chinese Users. INTERACT (3) (2011)
Li Chen, Luole Qi
Social opinion mining for supporting buyers' complex decision making: exploratory user study and algorithm comparison. Soc. Netw. Anal. Min. 1 (4) (2011)
Ho Keung Tsoi, Li Chen
From Privacy Concern to Uses of Social Network Sites: A Cultural Comparison via User Survey. SocialCom/PASSAT (2011)
Li Chen, Pearl Pu
Eye-Tracking Study of User Behavior in Recommender Interfaces. UMAP (2010)
Weishi Zhang, Guiguang Ding, Li Chen, Chunping Li
Augmenting Chinese Online Video Recommendations by Using Virtual Ratings Predicted by Review Sentiment Classification. ICDM Workshops (2010)
Liang Xiang, Quan Yuan, Shiwan Zhao, Li Chen, Xiatian Zhang, Qing Yang, Jimeng Sun
Temporal recommendation on graphs via long- and short-term preference fusion. KDD (2010)
Luole Qi, Li Chen
A Linear-Chain CRF-Based Learning Approach for Web Opinion Mining. WISE (2010)
Li Chen, Pearl Pu
Experiments on the preference-based organization interface in recommender systems. ACM Trans. Comput. Hum. Interact. 17 (1) (2010)
Li Chen, Luole Qi
A diary study of understanding contextual information needs during leisure traveling. IIiX (2010)
Li Chen
Towards Three-Stage Recommender Support for Online Consumers: Implications from a User Study. WISE (2010)
Li Chen
Social influence of product popularity on consumer decisions: usability study of Flickr camera finder. IUI (2010)
Li Chen, Pearl Pu
Interaction design guidelines on critiquing-based recommender systems. User Model. User Adapt. Interact. 19 (3) (2009)
Li Chen
Adapting Recommendations Organization to User Preferences. Web Intelligence/IAT Workshops (2009)
Nicolas Jones, Pearl Pu, Li Chen
How Users Perceive and Appraise Personalized Recommendations. UMAP (2009)
Li Chen
Adaptive tradeoff explanations in conversational recommenders. RecSys (2009)
Pearl Pu, Li Chen
User-Involved Preference Elicitation for Product Search and Recommender Systems. AI Mag. 29 (4) (2008)
Pearl Pu, Li Chen, Pratyush Kumar
Evaluating product search and recommender systems for E-commerce environments. Electron. Commer. Res. 8 (1-2) (2008)
Li Chen, Pearl Pu
A cross-cultural user evaluation of product recommender interfaces. RecSys (2008)
Pearl Pu, Li Chen
Trust-inspiring explanation interfaces for recommender systems. Knowl. Based Syst. 20 (6) (2007)
Li Chen, Pearl Pu
The evaluation of a hybrid critiquing system with preference-based recommendations organization. RecSys (2007)
Li Chen, Pearl Pu
Hybrid critiquing-based recommender systems. IUI (2007)
Li Chen, Pearl Pu
Preference-Based Organization Interfaces: Aiding User Critiques in Recommender Systems. User Modeling (2007)
Li Chen, Pearl Pu
Evaluating Critiquing-based Recommender Agents. AAAI (2006)
Pearl Pu, Li Chen
Trust building with explanation interfaces. IUI (2006)
Pearl Pu, Li Chen
Integrating tradeoff support in product search tools for e-commerce sites. EC (2005)