Jun Xu
Orcid: 0000-0001-7170-111XAffiliations:
- Renmin University of China, School of Information, Beijing Key Laboratory of Big Data Management and Analysis Methods, China
- Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China (former)
- Huawei Noah's Ark Lab, Hong Kong (2012 - 2014)
- Microsoft Research Asia (2006 - 2012)
- Nankai University, Tianjin, China (PhD 2006)
According to our database1,
Jun Xu
authored at least 187 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Model-Agnostic Causal Embedding Learning for Counterfactually Group-Fair Recommendation.
IEEE Trans. Knowl. Data Eng., December, 2024
IEEE Trans. Knowl. Data Eng., June, 2024
ACM Trans. Inf. Syst., March, 2024
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability.
CoRR, 2024
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.
CoRR, 2024
Enhancing Sequential Recommendations through Multi-Perspective Reflections and Iteration.
CoRR, 2024
CoRR, 2024
CoRR, 2024
A Survey of Controllable Learning: Methods and Applications in Information Retrieval.
CoRR, 2024
Source Echo Chamber: Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop.
CoRR, 2024
BankFair: Balancing Accuracy and Fairness under Varying User Traffic in Recommender System.
CoRR, 2024
CoRR, 2024
Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models.
CoRR, 2024
CoRR, 2024
CoRR, 2024
UOEP: User-Oriented Exploration Policy for Enhancing Long-Term User Experiences in Recommender Systems.
CoRR, 2024
Proceedings of the ACM on Web Conference 2024, 2024
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation.
Proceedings of the ACM on Web Conference 2024, 2024
Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
To Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Generative Retrieval with Semantic Tree-Structured Identifiers and Contrastive Learning.
Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2024
Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Smooth Start: A Unified Approach for Gradual Transition from Cold to Old in Recommender Systems.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Guaranteeing Accuracy and Fairness under Fluctuating User Traffic: A Bankruptcy-Inspired Re-ranking Approach.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
ACM Trans. Inf. Syst., October, 2023
Information Retrieval meets Large Language Models: A strategic report from Chinese IR community.
AI Open, January, 2023
Incorporating Judgment Prediction into Legal Case Retrieval via Law-aware Generative Retrieval.
CoRR, 2023
CoRR, 2023
Do LLMs Implicitly Exhibit User Discrimination in Recommendation? An Empirical Study.
CoRR, 2023
LLMs may Dominate Information Access: Neural Retrievers are Biased Towards LLM-Generated Texts.
CoRR, 2023
Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning.
CoRR, 2023
LTP-MMF: Towards Long-term Provider Max-min Fairness Under Recommendation Feedback Loops.
CoRR, 2023
Proceedings of the ACM Web Conference 2023, 2023
Separating Examination and Trust Bias from Click Predictions for Unbiased Relevance Ranking.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
2022
Distribution Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Person-job fit estimation from candidate profile and related recruitment history with co-attention neural networks.
Neurocomputing, 2022
CoRR, 2022
A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender Systems.
CoRR, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Counteracting User Attention Bias in Music Streaming Recommendation via Reward Modification.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
ACM Trans. Inf. Syst., 2021
Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering.
Neural Process. Lett., 2021
Frontiers Comput. Sci., 2021
CoRR, 2021
Adapting User Preference to Online Feedback in Multi-round Conversational Recommendation.
Proceedings of the WSDM '21, 2021
Counterfactual Reward Modification for Streaming Recommendation with Delayed Feedback.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Found. Trends Inf. Retr., 2020
CoRR, 2020
CoRR, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
CoRR, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Context-Aware Ranking by Constructing a Virtual Environment for Reinforcement Learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
J. Comput. Sci. Technol., 2018
Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations.
CoRR, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
From Greedy Selection to Exploratory Decision-Making: Diverse Ranking with Policy-Value Networks.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018
Proceedings of the Advances in Information Retrieval, 2018
Proceedings of the Advances in Information Retrieval, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the Information Retrieval - 24th China Conference, 2018
Hierarchical Answer Selection Framework for Multi-passage Machine Reading Comprehension.
Proceedings of the Information Retrieval - 24th China Conference, 2018
Proceedings of the Information Retrieval - 24th China Conference, 2018
Proceedings of the Information Retrieval - 24th China Conference, 2018
RI-Match: Integrating Both Representations and Interactions for Deep Semantic Matching.
Proceedings of the Information Retrieval Technology, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Directly Optimize Diversity Evaluation Measures: A New Approach to Search Result Diversification.
ACM Trans. Intell. Syst. Technol., 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Neural or Statistical: An Empirical Study on Language Models for Chinese Input Recommendation on Mobile.
Proceedings of the Information Retrieval - 23rd China conference, 2017
Proceedings of the Information Retrieval - 23rd China conference, 2017
Proceedings of The 9th Asian Conference on Machine Learning, 2017
2016
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016
Modeling Document Novelty with Neural Tensor Network for Search Result Diversification.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Advances in Information Retrieval, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the Information Retrieval Technology, 2016
Proceedings of the Information Retrieval Technology, 2016
A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Inside Out: Two Jointly Predictive Models for Word Representations and Phrase Representations.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Learning Maximal Marginal Relevance Model via Directly Optimizing Diversity Evaluation Measures.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the Information Retrieval Technology, 2014
2013
ACM Trans. Inf. Syst., 2013
Learning query and document similarities from click-through bipartite graph with metadata.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013
2012
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
2011
J. Mach. Learn. Res., 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
2010
LETOR: A benchmark collection for research on learning to rank for information retrieval.
Inf. Retr., 2010
Proceedings of the Information Retrieval Technology, 2010
2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the Advances in Information Retrieval, 2007
2006
J. Comput. Sci. Technol., 2006
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
Proceedings of the Machine Learning: ECML 2006, 2006
2005
Proceedings of the 14th international conference on World Wide Web, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005