Defu Lian
Orcid: 0000-0002-3507-9607
According to our database1,
Defu Lian
authored at least 214 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Appl. Artif. Intell., December, 2024
ACM Trans. Inf. Syst., September, 2024
ACM Trans. Knowl. Discov. Data, August, 2024
When large language models meet personalization: perspectives of challenges and opportunities.
World Wide Web (WWW), July, 2024
IEEE Trans. Pattern Anal. Mach. Intell., June, 2024
Relieving Popularity Bias in Interactive Recommendation: A Diversity-Novelty-Aware Reinforcement Learning Approach.
ACM Trans. Inf. Syst., March, 2024
Proc. VLDB Endow., January, 2024
UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models.
CoRR, 2024
Interpretable Catastrophic Forgetting of Large Language Model Fine-tuning via Instruction Vector.
CoRR, 2024
Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation.
CoRR, 2024
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation.
CoRR, 2024
Evaluating Concept-based Explanations of Language Models: A Study on Faithfulness and Readability.
CoRR, 2024
CoRR, 2024
A Unified Framework for Adaptive Representation Enhancement and Inversed Learning in Cross-Domain Recommendation.
CoRR, 2024
CoRR, 2024
Re-Search for The Truth: Multi-round Retrieval-augmented Large Language Models are Strong Fake News Detectors.
CoRR, 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.
CoRR, 2024
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems.
Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Knowl. Data Eng., December, 2023
World Wide Web (WWW), November, 2023
IEEE Trans. Knowl. Data Eng., November, 2023
ACM Trans. Inf. Syst., October, 2023
Enhancing the Transferability of Adversarial Examples Based on Nesterov Momentum for Recommendation Systems.
IEEE Trans. Big Data, October, 2023
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023
IEEE Trans. Knowl. Data Eng., May, 2023
ACM Trans. Inf. Syst., April, 2023
IEEE Trans. Knowl. Data Eng., March, 2023
ACM Trans. Inf. Syst., January, 2023
IEEE Trans. Multim., 2023
Model Stealing Attack against Graph Classification with Authenticity, Uncertainty and Diversity.
CoRR, 2023
CoRR, 2023
RecExplainer: Aligning Large Language Models for Recommendation Model Interpretability.
CoRR, 2023
CoRR, 2023
1DFormer: Learning 1D Landmark Representations via Transformer for Facial Landmark Tracking.
CoRR, 2023
A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems.
CoRR, 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt.
CoRR, 2023
Label Deconvolution for Node Representation Learning on Large-scale Attributed Graphs against Learning Bias.
CoRR, 2023
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations.
CoRR, 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities.
CoRR, 2023
CoRR, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the ACM RecSys Challenge 2023, Singapore, 19 September 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Cache-Enhanced InBatch Sampling with Difficulty-Based Replacement Strategies for Learning Recommenders.
Proceedings of the Database Systems for Advanced Applications. DASFAA 2023 International Workshops, 2023
GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2023
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential 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
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
World Wide Web, 2022
HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation.
ACM Trans. Inf. Syst., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
Transposed Variational Auto-encoder with Intrinsic Feature Learning for Traffic Forecasting.
CoRR, 2022
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings.
CoRR, 2022
Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
BSAL: A Framework of Bi-component Structure and Attribute Learning for Link Prediction.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Adversarial Cycle-Consistent Autoencoder for Category-Aware Out-of-Town Recommendation.
Proceedings of the Knowledge Science, Engineering and Management, 2022
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the Database Systems for Advanced Applications. DASFAA 2022 International Workshops, 2022
Proceedings of the 12th Conference on Innovative Data Systems Research, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Visualizing the Relationship Between Encoded Linguistic Information and Task Performance.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
Predicting Human Mobility with Reinforcement-Learning-Based Long-Term Periodicity Modeling.
ACM Trans. Intell. Syst. Technol., 2021
Rethinking Lifelong Sequential Recommendation with Incremental Multi-Interest Attention.
CoRR, 2021
Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks.
CoRR, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display Advertising.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
Fight Fire with Fire: Towards Robust Recommender Systems via Adversarial Poisoning Training.
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
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors.
Proceedings of the NeurIPS 2022 Competition Track, 2021
Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
A Lightweight Knowledge Graph Embedding Framework for Efficient Inference and Storage.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing.
IEEE Trans. Knowl. Data Eng., 2020
IEEE Intell. Syst., 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 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
Octopus: Comprehensive and Elastic User Representation for the Generation of Recommendation Candidates.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020
Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
ACM Trans. Intell. Syst. Technol., 2019
CoRR, 2019
CoRR, 2019
MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
International Workshop on Model Selection and Parameter Tuning in Recommender Systems.
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
GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization.
ACM Trans. Inf. Syst., 2018
IEEE Trans. Knowl. Data Eng., 2018
Jointly Recommending Library Books and Predicting Academic Performance: A Mutual Reinforcement Perspective.
J. Comput. Sci. Technol., 2018
Advanced forecasting of career choices for college students based on campus big data.
Frontiers Comput. Sci., 2018
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the Database Systems for Advanced Applications, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Natural Language Processing and Chinese Computing, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Predicting Academic Performance via Semi-supervised Learning with Constructed Campus Social Network.
Proceedings of the Database Systems for Advanced Applications, 2017
Proceedings of the Database Systems for Advanced Applications, 2017
Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Predicting Social Status via Social Networks: A Case Study on University, Occupation, and Region.
CoRR, 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 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
Regularized Content-Aware Tensor Factorization Meets Temporal-Aware Location Recommendation.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Mutual Reinforcement of Academic Performance Prediction and Library Book Recommendation.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
2015
ACM SIGSPATIAL Special, 2015
IEEE Data Eng. Bull., 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Content-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
2014
ACM Trans. Intell. Syst. Technol., 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the Conference on Online Social Networks, 2013
2012
J. Intell. Inf. Syst., 2012
2011
Proceedings of the 2011 International Workshop on Location Based Social Networks, 2011
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011