Handong Zhao

Sheng Li

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Critical Analysis of Document Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Improving Cross-Domain Detection with Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Visual Insight Recommendation: From Ranking Insight Visualizations to Insight Types.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Interpretable Unsupervised Log Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Few-Shot Composition Learning for Image Retrieval with Prompt Tuning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learnable Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Unified Pretraining Framework for Document Understanding.

[BibT_eX]

[DOI]

CoRR, 2022

FedKC: Federated Knowledge Composition for Multilingual Natural Language Understanding.

[BibT_eX]

[DOI]

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

Dynamics-Aware Adaptation for Reinforcement Learning Based Cross-Domain Interactive Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Bundle MCR: Towards Conversational Bundle Recommendation.

[BibT_eX]

[DOI]

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Neural Point Process for Learning Spatiotemporal Event Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Learning for Dynamics and Control Conference, 2022

External Knowledge Infusion for Tabular Pre-training Models with Dual-adapters.

[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

Neural Contextual Bandits with Deep Representation and Shallow Exploration.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Hierarchical Conversational Preference Elicitation with Bandit Feedback.

[BibT_eX]

[DOI]

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

AutoMARS: Searching to Compress Multi-Modality Recommendation Systems.

[BibT_eX]

[DOI]

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

Query-Aware Sequential Recommendation.

[BibT_eX]

[DOI]

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

AutoForecast: Automatic Time-Series Forecasting Model Selection.

[BibT_eX]

[DOI]

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

Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Few-Shot Class-Incremental Learning for Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

XDC: Adversarial Adaptive Cross Domain Face Clustering (Student Abstract).

[BibT_eX]

[DOI]

Saed Rezayi

Sheng Li

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Adversarial Memory Networks for Action Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

IPOF: An Extremely and Excitingly Simple Outlier Detection Booster via Infinite Propagation.

[BibT_eX]

[DOI]

Sibo Zhu

Hongfu Liu

CoRR, 2021

Semi-Supervised Domain Adaptation with Prototypical Alignment and Consistency Learning.

[BibT_eX]

[DOI]

CoRR, 2021

RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks.

[BibT_eX]

[DOI]

CoRR, 2021

Insight-centric Visualization Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

UniDoc: Unified Pretraining Framework for Document Understanding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Edge: Enriching Knowledge Graph Embeddings with External Text.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

EXACTA: Explainable Column Annotation.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Adaptive Adversarial Network for Source-free Domain Adaptation.

[BibT_eX]

[DOI]

Haifeng Xia

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

ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation.

[BibT_eX]

[DOI]

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

SelfDoc: Self-Supervised Document Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Locker: Locally Constrained Self-Attentive Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Learning Contextualized Knowledge Structures for Commonsense Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Learning Contextualized Knowledge Structures for Commonsense Reasoning.

[BibT_eX]

[DOI]

CoRR, 2020

Self-Supervised Relationship Probing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Personalized Image Retrieval with Sparse Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

A Survey on Representation Learning for User Modeling.

[BibT_eX]

[DOI]

Sheng Li

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Structured Policy Iteration for Linear Quadratic Regulator.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Cross-Domain Document Object Detection: Benchmark Suite and Method.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Learning Representation for Multi-View Data Analysis - Models and Applications

[BibT_eX]

[DOI]

Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-030-00733-1, 2019

Domain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Log2Intent: Towards Interpretable User Modeling via Recurrent Semantics Memory Unit.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Towards Robust and Discriminative Sequential Data Learning: When and How to Perform Adversarial Training?

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Unpaired Image Captioning via Scene Graph Alignments.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Scene Graph Generation With External Knowledge and Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Linear Quadratic Regulator for Resource-Efficient Cloud Services.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

CTC-Attention based Non-Parametric Inference Modeling for Clinical State Progression.

[BibT_eX]

[DOI]

Riazat Ryan

Ming Shao

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Consensus Regularized Multi-View Outlier Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Stacked Denoising Tensor Auto-Encoder for Action Recognition With Spatiotemporal Corruptions.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Ensemble Subspace Segmentation Under Blockwise Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Semantically Guided Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

2017

RFIW: Large-Scale Kinship Recognition Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Large-scale Subspace Clustering by Fast Regression Coding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Projective Low-rank Subspace Clustering via Learning Deep Encoder.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-View Clustering via Deep Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Learning Fast Low-Rank Projection for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Incomplete Multi-Modal Visual Data Grouping.

[BibT_eX]

[DOI]

Hongfu Liu

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Pose-Dependent Low-Rank Embedding for Head Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Spectral Bisection Tree Guided Deep Adaptive Exemplar Autoencoder for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Image aesthetics enhancement using composition-based saliency detection.

[BibT_eX]

[DOI]

Multim. Syst., 2015

Image composite authentication using a single shadow observation.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2015

Dual-Regularized Multi-View Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Semantic Single Video Segmentation with Robust Graph Representation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Part-Level Regularized Semi-Nonnegative Coding for Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Block-wise constrained sparse graph for face image representation.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2013

Visual saliency detection based on photographic composition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

2012

Photographic composite detection using circles.

[BibT_eX]

[DOI]

Shuyi Zhu

Xiaochun Cao

Frontiers Comput. Sci., 2012

Video object segmentation with shortest path.

[BibT_eX]

[DOI]

Bao Zhang

Xiaochun Cao

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

2011

Photographic Composite Detection Using Two Circles.

[BibT_eX]

[DOI]

Shuyi Zhu

Xiaochun Cao