Zhumin Chen

Orcid: 0000-0003-4592-4074

According to our database1, Zhumin Chen authored at least 147 papers between 2006 and 2024.

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Bibliography

2024
Diversifying Sequential Recommendation with Retrospective and Prospective Transformers.
ACM Trans. Inf. Syst., September, 2024

Center-retained fine-tuning for conversational question ranking through unsupervised center identification.
Inf. Process. Manag., March, 2024

Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems.
ACM Trans. Inf. Syst., January, 2024

Uncovering Overfitting in Large Language Model Editing.
CoRR, 2024

Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing.
CoRR, 2024

Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning.
CoRR, 2024

Chain of Tools: Large Language Model is an Automatic Multi-tool Learner.
CoRR, 2024

ExcluIR: Exclusionary Neural Information Retrieval.
CoRR, 2024

Offline Trajectory Generalization for Offline Reinforcement Learning.
CoRR, 2024

Enhanced Generative Recommendation via Content and Collaboration Integration.
CoRR, 2024

Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation.
CoRR, 2024

Learning to Use Tools via Cooperative and Interactive Agents.
CoRR, 2024

Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning.
CoRR, 2024

Privacy-Preserving Sequential Recommendation with Collaborative Confusion.
CoRR, 2024

Zero-Shot Position Debiasing for Large Language Models.
CoRR, 2024

Generative News Recommendation.
Proceedings of the ACM on Web Conference 2024, 2024

Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

On the Effectiveness of Unlearning in Session-Based Recommendation.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Generative Retrieval as Multi-Vector Dense Retrieval.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Knowledge Graph Enhanced Large Language Model Editing.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

KnowTuning: Knowledge-aware Fine-tuning for Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Content-Based Collaborative Generation for Recommender Systems.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Self-Supervised Position Debiasing for Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Parallel Split-Join Networks for Shared Account Cross-Domain Sequential Recommendations.
IEEE Trans. Knowl. Data Eng., April, 2023

Information Retrieval meets Large Language Models: A strategic report from Chinese IR community.
AI Open, January, 2023

Improving Transformer-based Sequential Recommenders through Preference Editing.
ACM Trans. Inf. Syst., 2023

On the User Behavior Leakage from Recommender System Exposure.
ACM Trans. Inf. Syst., 2023

Learning Robust Sequential Recommenders through Confident Soft Labels.
CoRR, 2023

Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers.
CoRR, 2023

Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum.
CoRR, 2023

Intent-calibrated Self-training for Answer Selection in Open-domain Dialogues.
CoRR, 2023

Modeling Sequential Recommendation as Missing Information Imputation.
CoRR, 2023

A Self-Correcting Sequential Recommender.
Proceedings of the ACM Web Conference 2023, 2023

Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Towards Explainable Conversational Recommender Systems.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Improving Implicit Feedback-Based Recommendation through Multi-Behavior Alignment.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Learning to Tokenize for Generative Retrieval.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Towards a Unified Framework for Reference Retrieval and Related Work Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Syllogistic Reasoning for Legal Judgment Analysis.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Answering Ambiguous Questions via Iterative Prompting.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

UMSE: Unified Multi-scenario Summarization Evaluation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Mixed Information Flow for Cross-Domain Sequential Recommendations.
ACM Trans. Knowl. Discov. Data, 2022

From LSAT: The Progress and Challenges of Complex Reasoning.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Improving legal judgment prediction through reinforced criminal element extraction.
Inf. Process. Manag., 2022

Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding.
CoRR, 2022

ReMeDi: Resources for Multi-domain, Multi-service, Medical Dialogues.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Variational Reasoning about User Preferences for Conversational Recommendation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Debiasing Learning for Membership Inference Attacks Against Recommender Systems.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Improving Multi-label Malevolence Detection in Dialogues through Multi-faceted Label Correlation Enhancement.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Knowledge Bridging for Empathetic Dialogue Generation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Conversations with Search Engines: SERP-based Conversational Response Generation.
ACM Trans. Inf. Syst., 2021

Information retrieval: a view from the Chinese IR community.
Frontiers Comput. Sci., 2021

M^2-MedDialog: A Dataset and Benchmarks for Multi-domain Multi-service Medical Dialogues.
CoRR, 2021

Few-Shot Electronic Health Record Coding through Graph Contrastive Learning.
CoRR, 2021

Long Short-Term Session Search: Joint Personalized Reranking and Next Query Prediction.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Abstractive Opinion Tagging.
Proceedings of the WSDM '21, 2021

Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Conversations Powered by Cross-Lingual Knowledge.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue Systems.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Wizard of Search Engine: Access to Information Through Conversations with Search Engines.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Initiative-Aware Self-Supervised Learning for Knowledge-Grounded Conversations.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Semi-Supervised Variational Reasoning for Medical Dialogue Generation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

DCAP: Deep Cross Attentional Product Network for User Response Prediction.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Membership Inference Attacks Against Recommender Systems.
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

Learning to Ask Conversational Questions by Optimizing Levenshtein Distance.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Explainable Outfit Recommendation with Joint Outfit Matching and Comment Generation.
IEEE Trans. Knowl. Data Eng., 2020

MGCM: Multi-modal generative compatibility modeling for clothing matching.
Neurocomputing, 2020

Evaluating and improving the interpretability of item embeddings using item-tag relevance information.
Frontiers Comput. Sci., 2020

Mixed Information Flow for Cross-domain Sequential Recommendations.
CoRR, 2020

Empathetic Dialogue Generation via Knowledge Enhancing and Emotion Dependency Modeling.
CoRR, 2020

Conversations with Search Engines.
CoRR, 2020

Coding Electronic Health Records with Adversarial Reinforcement Path Generation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

DukeNet: A Dual Knowledge Interaction Network for Knowledge-Grounded Conversation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Meta Matrix Factorization for Federated Rating Predictions.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

A Neural Topical Expansion Framework for Unstructured Persona-Oriented Dialogue Generation.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

RefNet: A Reference-Aware Network for Background Based Conversation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Neural fashion experts: I know how to make the complementary clothing matching.
Neurocomputing, 2019

EmpGAN: Multi-resolution Interactive Empathetic Dialogue Generation.
CoRR, 2019

From Personalization to Privatization: Meta Matrix Factorization for Private Rating Predictions.
CoRR, 2019

Parallel Split-Join Networks for Shared-account Cross-domain Sequential Recommendations.
CoRR, 2019

Improving Outfit Recommendation with Co-supervision of Fashion Generation.
Proceedings of the World Wide Web Conference, 2019

A Collaborative Session-based Recommendation Approach with Parallel Memory Modules.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

π-Net: A Parallel Information-sharing Network for Shared-account Cross-domain Sequential Recommendations.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Order-free Medicine Combination Prediction with Graph Convolutional Reinforcement Learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Sentence Relations for Extractive Summarization with Deep Neural Networks.
ACM Trans. Inf. Syst., 2018

Temporal patterns of the online video viewing behavior of smart TV viewers.
J. Assoc. Inf. Sci. Technol., 2018

User session level diverse reranking of search results.
Neurocomputing, 2018

Learning to rank images for complex queries in concept-based search.
Neurocomputing, 2018

Explainable Fashion Recommendation with Joint Outfit Matching and Comment Generation.
CoRR, 2018

Network Embedding Based Recommendation Method in Social Networks.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

A Personal Privacy Preserving Framework: I Let You Know Who Can See What.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

An Attentive Interaction Network for Context-aware Recommendations.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Social media as sensor in real world: movement trajectory detection with microblog.
Soft Comput., 2017

Relation Enhanced Neural Model for Type Classification of Entity Mentions with a Fine-Grained Taxonomy.
J. Comput. Sci. Technol., 2017

Detecting temporal patterns of user queries.
J. Assoc. Inf. Sci. Technol., 2017

Neural Attentive Session-based Recommendation.
CoRR, 2017

Understanding the Pulse of the Online Video Viewing Behavior on Smart TVs.
Proceedings of the Social Media Processing - 6th National Conference, 2017

Leveraging Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Sentiment Analysis for Social Sensor.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Clothing Matching Based on Multi-modal Data.
Proceedings of the Internet Multimedia Computing and Service, 2017

Neural Attentive Session-based Recommendation.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

The Impact of Profile Coherence on Recommendation Performance for Shared Accounts on Smart TVs.
Proceedings of the Information Retrieval - 23rd China conference, 2017

2016
Ranking-Oriented Collaborative Filtering: A Listwise Approach.
ACM Trans. Inf. Syst., 2016

Supervised Local Contexts Aggregation for Effective Session Search.
Proceedings of the Advances in Information Retrieval, 2016

A Redundancy-Aware Sentence Regression Framework for Extractive Summarization.
Proceedings of the COLING 2016, 2016

2015
Learning to recommend with social contextual information from implicit feedback.
Soft Comput., 2015

Social Trust Aware Item Recommendation for Implicit Feedback.
J. Comput. Sci. Technol., 2015

Improving image annotation via ranking-oriented neighbor search and learning-based keyword propagation.
J. Assoc. Inf. Sci. Technol., 2015

Mining and ranking users' intents behind queries.
Inf. Retr. J., 2015

A Novel Fast Training Method for SVM and Its Application in Fault Diagnosis of Service Robot.
Int. J. Online Eng., 2015

A Novel Mittag-Leffler Kernel Based Hybrid Fault Diagnosis Method for Wheeled Robot Driving System.
Comput. Intell. Neurosci., 2015

Modeling and Predicting Retweeting Dynamics on Microblogging Platforms.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Listwise Collaborative Filtering.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Analysis of Subjective City Happiness Index Based on Large Scale Microblog Data.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

Sleep Quality Evaluation of Active Microblog Users.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

Location Sensitive Friend Recommendation in Social Network.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

Learning Similarity Functions for Urban Events Detection by Mining Hotline Phone Records.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014
Neighbor sum distinguishing index of planar graphs.
Discret. Math., 2014

Effective and effortless features for popularity prediction in microblogging network.
Proceedings of the 23rd International World Wide Web Conference, 2014

Social Media as Sensor in Real World: Geolocate User with Microblog.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

Popularity Prediction in Microblogging Network.
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

2013
Learning to recommend with multi-faceted trust in social networks.
Proceedings of the 22nd International World Wide Web Conference, 2013

Understanding Temporal Intent of User Query Based on Time-Based Query Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2013

2012
Learning to recommend with social relation ensemble.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Information-complete and redundancy-free keyword search over large data graphs.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Cager: a framework for cross-page search.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2010
Web page publication time detection and its application for page rank.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

2009
A cross-language focused crawling algorithm based on multiple relevance prediction strategies.
Comput. Math. Appl., 2009

2008
Finding and Using the Content Texts of HTML Pages.
Proceedings of the Information Retrieval Technology, 2008

An Effective Relevance Prediction Algorithm Based on Hierarchical Taxonomy for Focused Crawling.
Proceedings of the Information Retrieval Technology, 2008

2007
An Improved Shark-Search Algorithm Based on Multi-information.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2006
Improving Flexibility and Reusage of Business Process Management: the Role of Cased-based Reasoning Technique.
Proceedings of the 2006 IEEE International Conference on e-Business Engineering (ICEBE 2006), 2006

Fuzzy Similarity from Conceptual Relations.
Proceedings of The 1st IEEE Asia-Pacific Services Computing Conference, 2006

An Efficient Algorithm for Web Services Composition with a Chain Data Structure.
Proceedings of The 1st IEEE Asia-Pacific Services Computing Conference, 2006

An Efficient Approach to Web Services Discovery and Composition when Large Scale Services are Available.
Proceedings of The 1st IEEE Asia-Pacific Services Computing Conference, 2006


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