Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting.

[BibT_eX]

[DOI]

Wei Fan

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

A Multimodal Prompt-based Framework for Analyzing Code-Mixed and Low-Resource Memes.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth International AAAI Conference on Web and Social Media, 2025

MindSimulator: Exploring Brain Concept Localization via Synthetic fMRI.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism.

[BibT_eX]

[DOI]

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

MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction.

[BibT_eX]

[DOI]

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

Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting.

[BibT_eX]

[DOI]

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

Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding.

[BibT_eX]

[DOI]

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

2024

Incorporating historical information by disentangling hidden representations for mental health surveillance on social media.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., December, 2024

Rumor Detection With Hierarchical Representation on Bipartite Ad Hoc Event Trees.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Deep Coupling Network for Multivariate Time Series Forecasting.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., September, 2024

Learning Informative Representation for Fairness-Aware Multivariate Time-Series Forecasting: A Group-Based Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2024

Learning adaptive shift and task decoupling for discriminative one-step person search.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Attentive multi-granularity perception network for person search.

[BibT_eX]

[DOI]

Inf. Sci., 2024

Graph learning with label attention and hyperbolic embedding for temporal event prediction in healthcare.

[BibT_eX]

[DOI]

Neurocomputing, 2024

Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shift.

[BibT_eX]

[DOI]

CoRR, 2024

Wills Aligner: A Robust Multi-Subject Brain Representation Learner.

[BibT_eX]

[DOI]

CoRR, 2024

MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction.

[BibT_eX]

[DOI]

CoRR, 2024

Causal Learning for Trustworthy Recommender Systems: A Survey.

[BibT_eX]

[DOI]

CoRR, 2024

DE<sup>3</sup>-BERT: Distance-Enhanced Early Exiting for BERT based on Prototypical Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Weakly Augmented Variational Autoencoder in Time Series Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2024

MSynFD: Multi-hop Syntax Aware Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

SFformer: Adaptive Sparse and Frequency-Guided Transformer Network for Single Image Derain.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

FilterNet: Harnessing Frequency Filters for Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Lite-Mind: Towards Efficient and Robust Brain Representation Learning.

[BibT_eX]

[DOI]

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

VR-DiagNet: Medical Volumetric and Radiomic Diagnosis Networks with Interpretable Clinician-like Optimizing Visual Inspection.

[BibT_eX]

[DOI]

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

Reinforced Subject-Aware Graph Neural Network for Related Work Generation.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2024

HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

CoderEval: A Benchmark of Pragmatic Code Generation with Generative Pre-trained Models.

[BibT_eX]

[DOI]

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Exploitation or Exploration Next? User Behavior Decoupling and Emerging Intent Modeling for Next-Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2024

Structural Representation Learning and Disentanglement for Evidential Chinese Patent Approval Prediction.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

SAFENet: Towards a Robust Suicide Assessment in Social Media Using Selective Prediction Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

THYMES: A Framework for Detecting Suicidal Ideation from Social Media Posts Using Hyperbolic Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

Shrink: Data Compression by Semantic Extraction and Residuals Encoding.

[BibT_eX]

[DOI]

Guoyou Sun

Panagiotis Karras

Qi Zhang

Proceedings of the IEEE International Conference on Big Data, 2024

Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Modeling User Demand Evolution for Next-Basket Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., November, 2023

Cluster-aware attentive convolutional recurrent network for multivariate time-series forecasting.

[BibT_eX]

[DOI]

Neurocomputing, November, 2023

PFEMed: Few-shot medical image classification using prior guided feature enhancement.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast.

[BibT_eX]

[DOI]

CoRR, 2023

Lite-Mind: Towards Efficient and Versatile Brain Representation Network.

[BibT_eX]

[DOI]

CoRR, 2023

Process Knowledge-infused Learning for Clinician-friendly Explanations.

[BibT_eX]

[DOI]

CoRR, 2023

Causal Intervention for Abstractive Related Work Generation.

[BibT_eX]

[DOI]

CoRR, 2023

Rumor Detection with Hierarchical Representation on Bipartite Adhoc Event Trees.

[BibT_eX]

[DOI]

CoRR, 2023

Neural Time Series Analysis with Fourier Transform: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Show Me The Best Outfit for A Certain Scene: A Scene-aware Fashion Recommender System.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Tutorials at The Web Conference 2023.

[BibT_eX]

[DOI]

Krishnaram Kenthapadi

Behrooz Omidvar-Tehrani

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

MDKG: Graph-Based Medical Knowledge-Guided Dialogue Generation.

[BibT_eX]

[DOI]

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

MG-ViT: A Multi-Granularity Method for Compact and Efficient Vision Transformers.

[BibT_eX]

[DOI]

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

Frequency-domain MLPs are More Effective Learners in Time Series Forecasting.

[BibT_eX]

[DOI]

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

FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective.

[BibT_eX]

[DOI]

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

Syntax Tree Constrained Graph Network for Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

PatSTEG: Modeling Formation Dynamics of Patent Citation Networks via The Semantic-Topological Evolutionary Graph.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Multiview Clickbait Detection via Jointly Modeling Subjective and Objective Preference.

[BibT_eX]

[DOI]

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

Causal Intervention for Abstractive Related Work Generation.

[BibT_eX]

[DOI]

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

Reducing Knowledge Noise for Improved Semantic Analysis in Biomedical Natural Language Processing Applications.

[BibT_eX]

[DOI]

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

A Dynamics and Task Decoupled Reinforcement Learning Architecture for High-Efficiency Dynamic Target Intercept.

[BibT_eX]

[DOI]

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

Self-Supervised Learning for Multilevel Skeleton-Based Forgery Detection via Temporal-Causal Consistency of Actions.

[BibT_eX]

[DOI]

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

2022

Neural Time-Aware Sequential Recommendation by Jointly Modeling Preference Dynamics and Explicit Feature Couplings.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2022

Supervised Deep Hashing for High-dimensional and Heterogeneous Case-based Reasoning.

[BibT_eX]

[DOI]

CoRR, 2022

Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities.

[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

An Ion Exchange Mechanism Inspired Story Ending Generator for Different Characters.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Hierarchical Neural Network with Bidirectional Selection Mechanism for Sentiment Analysis.

[BibT_eX]