2025
GeAR: Generation Augmented Retrieval.
CoRR, January, 2025
2024
Hierarchical Graph Interaction Transformer With Dynamic Token Clustering for Camouflaged Object Detection.
IEEE Trans. Image Process., 2024
PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization.
CoRR, 2024
Detailed Object Description with Controllable Dimensions.
CoRR, 2024
StreamAdapter: Efficient Test Time Adaptation from Contextual Streams.
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CoRR, 2024
Token-level Proximal Policy Optimization for Query Generation.
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CoRR, 2024
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning.
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CoRR, 2024
When Graph meets Multimodal: Benchmarking on Multimodal Attributed Graphs Learning.
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CoRR, 2024
SpotActor: Training-Free Layout-Controlled Consistent Image Generation.
CoRR, 2024
Se<sup>2</sup>: Sequential Example Selection for In-Context Learning.
CoRR, 2024
OneSparse: A Unified System for Multi-index Vector Search.
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Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
LEAD: Liberal Feature-based Distillation for Dense Retrieval.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
Mixture-of-Hand-Experts: Repainting the Deformed Hand Images Generated by Diffusion Models.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
Cross-model Control: Improving Multiple Large Language Models in One-time Training.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Accelerating Non-Maximum Suppression: A Graph Theory Perspective.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
IRGen: Generative Modeling for Image Retrieval.
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Proceedings of the Computer Vision - ECCV 2024, 2024
Se²: Sequential Example Selection for In-Context Learning.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection.
CoRR, 2023
BeamSearchQA: Large Language Models are Strong Zero-Shot QA Solver.
CoRR, 2023
IRGen: Generative Modeling for Image Retrieval.
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CoRR, 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation.
CoRR, 2023
Real-time fruit detection using deep neural networks on CPU (RTFD): An edge AI application.
Comput. Electron. Agric., 2023
S2TUL: A Semi-Supervised Framework for Trajectory-User Linking.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Model-enhanced Vector Index.
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Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking.
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Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference.
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Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Allies: Prompting Large Language Model with Beam Search.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Fusing Local and Global Mobility Patterns for Trajectory Recovery.
Proceedings of the Database Systems for Advanced Applications, 2023
History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion.
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Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Sequential-Knowledge-Aware Next POI Recommendation: A Meta-Learning Approach.
ACM Trans. Inf. Syst., 2022
Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach.
ACM Trans. Intell. Syst. Technol., 2022
LEAD: Liberal Feature-based Distillation for Dense Retrieval.
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CoRR, 2022
A Neural Corpus Indexer for Document Retrieval.
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CoRR, 2022
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings.
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CoRR, 2022
Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search.
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CoRR, 2022
Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval.
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Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Geometric Disentangled Collaborative Filtering.
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.
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Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
ConLearn: Contextual-knowledge-aware Concept Prerequisite Relation Learning with Graph Neural Network.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
Localized Graph Collaborative Filtering.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
A Neural Corpus Indexer for Document Retrieval.
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Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Enhancing Self-Attention with Knowledge-Assisted Attention Maps.
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Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
AdsCVLR: Commercial Visual-Linguistic Representation Modeling in Sponsored Search.
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Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Uni-Retriever: Towards Learning the Unified Embedding Based Retriever in Bing Sponsored Search.
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Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Improving Relevance Modeling via Heterogeneous Behavior Graph Learning in Bing Ads.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
HousE: Knowledge Graph Embedding with Householder Parameterization.
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Proceedings of the International Conference on Machine Learning, 2022
Snapshot-Guided Domain Adaptation for ELECTRA.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Efficient Trajectory Similarity Computation with Contrastive Learning.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
Gophormer: Ego-Graph Transformer for Node Classification.
CoRR, 2021
Localized Graph Collaborative Filtering.
CoRR, 2021
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search.
CoRR, 2021
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search.
Proceedings of the WWW '21: The Web Conference 2021, 2021
AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations.
Proceedings of the Database Systems for Advanced Applications, 2021
PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2009
A Study of Faceted Blog Distillation--PRIS at TREC 2009 Blog Track.
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Proceedings of The Eighteenth Text REtrieval Conference, 2009