From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval.

[BibT_eX]

[DOI]

Jian Jia

Jingtong Gao

CoRR, February, 2025

Future-Conditioned Recommendations with Multi-Objective Controllable Decision Transformer.

[BibT_eX]

[DOI]

CoRR, January, 2025

2024 IEEE Scientific Visualization Contest Winner: PlumeViz: Interactive Exploration for Multifacet Features of Hydrothermal Plumes in Sonar Images.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2025

Hierarchical Sequence ID Representation of Large Language Models for Large-scale Recommendation Systems.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2025, 2025

Reward Balancing Revisited: Enhancing Offline Reinforcement Learning for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Optimizing Revenue through User Coupon Recommendations in Truthful Online Ad Auctions.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2025, 2025

GAS: Generative Auto-bidding with Post-training Search.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

HCMRM: A High-Consistency Multimodal Relevance Model for Search Ads.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Balancing Revenue and Privacy with Signaling Schemes in Online Ad Auctions.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025

DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025

Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model.

[BibT_eX]

[DOI]

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Generative Auto-Bidding with Value-Guided Explorations.

[BibT_eX]

[DOI]

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

MOTION: Multi-object Video Editing with Training-Free Attention Guidance.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

D&M: Enriching E-commerce Videos with Sound Effects by Key Moment Detection and SFX Matching.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

LLM-Powered User Simulator for Recommender System.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

CC4S: Encouraging Certainty and Consistency in Scribble-Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Soft Contrastive Sequential Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., November, 2024

CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., January, 2024

Joint Inversion of Seismic and Resistivity Data Powered by Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Category-agnostic semantic edge detection by measuring neural representation randomness.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Text-Video Multi-Grained Integration for Video Moment Montage.

[BibT_eX]

[DOI]

CoRR, 2024

Adaptive<sup>2</sup>: Adaptive Domain Mining for Fine-grained Domain Adaptation Modeling.

[BibT_eX]

[DOI]

CoRR, 2024

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising.

[BibT_eX]

[DOI]

CoRR, 2024

Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads.

[BibT_eX]

[DOI]

CoRR, 2024

LDACP: Long-Delayed Ad Conversions Prediction Model for Bidding Strategy.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing Instruction-Following Capability of Visual-Language Models by Reducing Image Redundancy.

[BibT_eX]

[DOI]

CoRR, 2024

Scaling Laws for Online Advertisement Retrieval.

[BibT_eX]

[DOI]

CoRR, 2024

Video to Music Moment Retrieval.

[BibT_eX]

[DOI]

CoRR, 2024

ASR-enhanced Multimodal Representation Learning for Cross-Domain Product Retrieval.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Prediction.

[BibT_eX]

[DOI]

CoRR, 2024

IFA: Interaction Fidelity Attention for Entire Lifelong Behaviour Sequence Modeling.

[BibT_eX]

[DOI]

CoRR, 2024

Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application.

[BibT_eX]

[DOI]

CoRR, 2024

A Model-based Multi-Agent Personalized Short-Video Recommender System.

[BibT_eX]

[DOI]

CoRR, 2024

M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework.

[BibT_eX]

[DOI]

CoRR, 2024

RecGPT: Generative Personalized Prompts for Sequential Recommendation via ChatGPT Training Paradigm.

[BibT_eX]

[DOI]

CoRR, 2024

Future Impact Decomposition in Request-level Recommendations.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing Interpretability and Effectiveness in Recommendation with Numerical Features via Learning to Contrast the Counterfactual samples.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Intersectional Two-sided Fairness in Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Discrete Conditional Diffusion for Reranking in Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

M<sup>3</sup>oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework.

[BibT_eX]

[DOI]

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention.

[BibT_eX]

[DOI]

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Modeling User Fatigue for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

MMGCL: Meta Knowledge-Enhanced Multi-view Graph Contrastive Learning for Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Prompt Tuning for Item Cold-start Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Spatiotemporal Fine-grained Video Description for Short Videos.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Spatiotemporal Graph Guided Multi-modal Network for Livestreaming Product Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Natural Language Explainable Recommendation with Robustness Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Future Impact Decomposition in Request-level Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Modeling User Retention through Generative Flow Networks.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

RecGPT.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2024

2023

Semisupervised Deep Neural Network-Based Cross-Frequency Ground-Penetrating Radar Data Inversion.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Physics-Driven Deep Learning Inversion for Direct Current Resistivity Survey Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Well-Log Information-Assisted High-Resolution Waveform Inversion Based on Deep Learning.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

AdaRec: Adaptive Sequential Recommendation for Reinforcing Long-term User Engagement.

[BibT_eX]

[DOI]

CoRR, 2023

A Large Language Model Enhanced Conversational Recommender System.

[BibT_eX]

[DOI]

CoRR, 2023

Disentangled Causal Embedding With Contrastive Learning For Recommender System.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Divide and Conquer: Towards Better Embedding-based Retrieval for Recommender Systems from a Multi-task Perspective.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Multi-Task Recommendations with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Exploration and Regularization of the Latent Action Space in Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Two-Stage Constrained Actor-Critic for Short Video Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Reinforcing User Retention in a Billion Scale Short Video Recommender System.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Measuring Item Global Residual Value for Fair Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

KuaiSim: A Comprehensive Simulator for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

State Regularized Policy Optimization on Data with Dynamics Shift.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Generative Flow Network for Listwise Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Multi-Agent Framework for Recommendation with Heterogeneous Sources.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

GPRI2Net: A Deep-Neural-Network-Based Ground Penetrating Radar Data Inversion and Object Identification Framework for Consecutive and Long Survey Lines.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Deep Learning for Random Noise Attenuation of Seismic Data.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

PrefRec: Preference-based Recommender Systems for Reinforcing Long-term User Engagement.

[BibT_eX]

[DOI]

CoRR, 2022

Real-time Short Video Recommendation on Mobile Devices.

[BibT_eX]

[DOI]

CoRR, 2022

Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation.

[BibT_eX]

[DOI]

CoRR, 2022

ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor.

[BibT_eX]

[DOI]

CoRR, 2022

Constrained Reinforcement Learning for Short Video Recommendation.

[BibT_eX]

[DOI]

CoRR, 2022

KuaiRec: A Fully-observed Dataset for Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2022

LBCF: A Large-Scale Budget-Constrained Causal Forest Algorithm.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Make Fairness More Fair: Fair Item Utility Estimation and Exposure Re-Distribution.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Real-time Short Video Recommendation on Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2021

GPRInvNet: Deep Learning-Based Ground-Penetrating Radar Data Inversion for Tunnel Linings.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

PASTO: Strategic Parameter Optimization in Recommendation Systems - Probabilistic is Better than Deterministic.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Learning-Based Rebar Clutters Removal and Defect Echoes Enhancement in GPR Images.

[BibT_eX]

[DOI]

IEEE Access, 2021

Building Complex Seismic Velocity Models for Deep Learning Inversion.

[BibT_eX]

[DOI]

IEEE Access, 2021

Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Super Diffusion for Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Deep Learning Inversion of Electrical Resistivity Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Deep-Learning Inversion of Seismic Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Scribble-Supervised Semantic Segmentation by Random Walk on Neural Representation and Self-Supervision on Neural Eigenspace.

[BibT_eX]

[DOI]

Zhiyi Pan

Peng Jiang

Changhe Tu

CoRR, 2020

Defect segmentation: Mapping tunnel lining internal defects with ground penetrating radar data using a convolutional neural network.

[BibT_eX]

[DOI]

CoRR, 2020

Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

GPRInvNet: Deep Learning-Based Ground Penetrating Radar Data Inversion for Tunnel Lining.

[BibT_eX]

[DOI]

CoRR, 2019

Compositional Network Embedding.

[BibT_eX]

[DOI]

CoRR, 2019

Personalized Context-aware Re-ranking for E-commerce Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Learning Inversion of Electrical Resistivity Data.

[BibT_eX]

[DOI]

CoRR, 2019

Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems.

[BibT_eX]

[DOI]

CoRR, 2019

A Deep-Learning-Based Multiple Defect Detection Method for Tunnel Lining Damages.

[BibT_eX]

[DOI]

IEEE Access, 2019

Value-aware Recommendation based on Reinforcement Profit Maximization.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Personalized re-ranking for recommendation.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Compositional network embedding for link prediction.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

A pareto-efficient algorithm for multiple objective optimization in e-commerce recommendation.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Super Diffusion for Salient Object Detection.

[BibT_eX]

[DOI]

CoRR, 2018

DifNet: Semantic Segmentation by Diffusion Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Modeling Consumer Buying Decision for Recommendation Based on Multi-Task Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Multi-Source Pointer Network for Product Title Summarization.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2015

Life-stage Prediction for Product Recommendation in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Generic Promotion of Diffusion-Based Salient Object Detection.

[BibT_eX]

[DOI]

Peng Jiang

Nuno Vasconcelos

Jingliang Peng

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2013

Wiki3C: exploiting wikipedia for context-aware concept categorization.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Extracting Fine-Grained Entities Based on Coordinate Graph.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2013

Classification of Opinion Questions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2013

2012

A Relation Pattern-Driven Probability Model for Related Entity Retrieval.

[BibT_eX]

[DOI]

Int. J. Knowl. Syst. Sci., 2012

Domain-specific term extraction from free texts.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011

A Probability Model for Related Entity Retrieval Using Relation Pattern.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2011

2010

Reconstruct Logical Hierarchical Sitemap for Related Entity Finding.

[BibT_eX]

[DOI]

Proceedings of The Nineteenth Text REtrieval Conference, 2010

BIT at TREC 2010 Blog Track: Faceted Blog Distillation.

[BibT_eX]

[DOI]

Proceedings of The Nineteenth Text REtrieval Conference, 2010

Blog Opinion Retrieval Based on Topic-Opinion Mixture Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

An Approach Based on Tree Kernels for Opinion Mining of Online Product Reviews.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

2009

Experiments on Related Entity Finding Track at TREC 2009.

[BibT_eX]

[DOI]

Proceedings of The Eighteenth Text REtrieval Conference, 2009

BIT at TREC 2009 Faceted Blog Distillation Task.

[BibT_eX]

[DOI]

Proceedings of The Eighteenth Text REtrieval Conference, 2009

A K-means Approach Based on Concept Hierarchical Tree for Search Results Clustering.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Peng Jiang

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