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

Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement.

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[DOI]

Xiyao Wang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications.

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[DOI]

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

Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning.

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[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Squeezing Operator Performance Potential for the Ascend Architecture.

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[DOI]

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

Are LLMs Rational Investors? A Study on the Financial Bias in LLMs.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Meta Invariance Defense Towards Generalizable Robustness to Unknown Adversarial Attacks.

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[DOI]

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

An Algorithm to Retrieve Range Ocean Current Speed under Tropical Cyclone Conditions from Sentinel-1 Synthetic Aperture Radar Measurements Based on XGBoost.

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[DOI]

Remote. Sens., September, 2024

Prior Knowledge-Augmented Meta-Learning for Fine-Grained Fault Diagnosis.

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[DOI]

IEEE Trans. Ind. Informatics, June, 2024

Evolutionary neuron-level transfer learning for QoT estimation in optical networks.

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[DOI]

J. Opt. Commun. Netw., March, 2024

Research on the control of supersonic jet under different boundary conditions.

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[DOI]

J. Vis., February, 2024

Balanced Destruction-Reconstruction Dynamics for Memory-Replay Class Incremental Learning.

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[DOI]

IEEE Trans. Image Process., 2024

Machine Learning-Based Wind Direction Retrieval From Quad-Polarized Gaofen-3 SAR Images.

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[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

MSSM-SCDNet: A Multiclass Semantic Change Detection Network Suitable for Coastal Areas Based on Multiband Spatial-spectral Attention Mechanism.

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[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

VOJA-Net: Vector-Offset Joint Attention Network for ICESat-2 Point Cloud Data Denoising.

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[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

CAISFormer: Channel-wise attention transformer for image steganography.

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[DOI]

Neurocomputing, 2024

Continual Task Learning through Adaptive Policy Self-Composition.

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[DOI]

CoRR, 2024

Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning.

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[DOI]

CoRR, 2024

Revisiting SLO and Goodput Metrics in LLM Serving.

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[DOI]

CoRR, 2024

LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models.

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[DOI]

CoRR, 2024

Multimodal Graph Benchmark.

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[DOI]

CoRR, 2024

Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement.

[BibT_eX]

[DOI]

CoRR, 2024

SilverSight: A Multi-Task Chinese Financial Large Language Model Based on Adaptive Semantic Space Learning.

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[DOI]

CoRR, 2024

Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers.

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[DOI]

CoRR, 2024

From Adoption to Adaption: Tracing the Diffusion of New Emojis on Twitter.

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[DOI]

Yuhang Zhou

Xuan Lu

Wei Ai

CoRR, 2024

Are Large Language Models Rational Investors?

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[DOI]

CoRR, 2024

Invariance-powered Trustworthy Defense via Remove Then Restore.

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[DOI]

CoRR, 2024

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences.

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[DOI]

CoRR, 2024

Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices.

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[DOI]

Jing Zhu

Yuhang Zhou

Vassilis N. Ioannidis

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

A Parallel ADMM Approach for PAPR Reduction in Mixed-Numerology Systems.

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[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

DERD: Data-free Adversarial Robustness Distillation through Self-adversarial Teacher Group.

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[DOI]

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

Reprogramming Distillation for Medical Foundation Models.

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[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Self-KT: Self-attentive Knowledge Tracing with Feature Fusion Pre-training in Online Education.

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[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Emoji Promotes Developer Participation and Issue Resolution on GitHub.

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[DOI]

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters.

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[DOI]

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

The exploration and practice of bid document review and risk identification algorithm in power enterprise bidding.

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[DOI]

Proceedings of the 2024 International Conference on Cloud Computing and Big Data, 2024

Sans: Streaming Anonymized Network Sensing.

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[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2024

R³-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Low-Rank Knowledge Decomposition for Medical Foundation Models.

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[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay.

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[DOI]

Yuhang Zhou

Zhongyun Hua

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Explore Spurious Correlations at the Concept Level in Language Models for Text Classification.

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[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios.

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[DOI]

Yuhang Zhou

Wei Ai

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

PMCT: Parallel Multiscale Convolutional Temporal model for MOOC dropout prediction.

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Comput. Electr. Eng., December, 2023

Stochastic Gradient Perturbation: An Implicit Regularizer for Person Re-Identification.

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IEEE Trans. Circuits Syst. Video Technol., October, 2023

CNN autoencoders and LSTM-based reduced order model for student dropout prediction.

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[DOI]

Neural Comput. Appl., October, 2023

Machine Learning Applied to a Dual-Polarized Sentinel-1 Image for Wind Retrieval of Tropical Cyclones.

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[DOI]

Remote. Sens., August, 2023

Multi-expert attention network for long-term dam displacement prediction.

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[DOI]

Adv. Eng. Informatics, August, 2023

Swin MAE: Masked autoencoders for small datasets.

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Comput. Biol. Medicine, July, 2023

A hybrid model for predicting academic performance of engineering undergraduates.

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Int. J. Model. Simul. Sci. Comput., April, 2023

Adversarial and Isotropic Gradient Augmentation for Image Retrieval With Text Feedback.

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[DOI]

IEEE Trans. Multim., 2023

Deep Multimodal Fusion Model for Building Structural Type Recognition Using Multisource Remote Sensing Images and Building-Related Knowledge.

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[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Efficient deployment of aerial relays in FSO-based backhaul networks.

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[DOI]

JOCN, 2023

Sample-distribution-matching-based transfer learning for QoT estimation in optical networks.

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[DOI]

JOCN, 2023

R<sup>3</sup>-NL2GQL: A Hybrid Models Approach for for Accuracy Enhancing and Hallucinations Mitigation.

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[DOI]

CoRR, 2023

SpotTarget: Rethinking the Effect of Target Edges for Link Prediction in Graph Neural Networks.

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[DOI]

Jing Zhu

Yuhang Zhou

Vassilis N. Ioannidis

CoRR, 2023

CGDC- LSTM: A novel hybrid neural network model for MOOC dropout prediction.

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[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

MedCT-BERT: Multimodal Mortality Prediction using Medical ConvTransformer-BERT Model.

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[DOI]

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Scalable Prompt Generation for Semi-supervised Learning with Language Models.

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[DOI]

Yuhang Zhou

Suraj Maharjan

Beiye Liu

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

AFNFA: An Approach to Automate NCCL Configuration Exploration.

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[DOI]

Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023

2022

PushBox: Making Use of Every Bit of Time to Accelerate Completion of Data-Parallel Jobs.

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[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Meet: Rack-Level Pooling Based Load Balancing in Datacenter Networks.

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[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

When Did It Happen? Duration-informed Temporal Localization of Narrated Actions in Vlogs.

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[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Cross-Modal Cross-Domain Dual Alignment Network for RGB-Infrared Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

TED: Two-stage expert-guided interpretable diagnosis framework for microvascular invasion in hepatocellular carcinoma.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Experimental investigation on the transient process of jet deflection controlled by passive secondary flow.

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[DOI]

J. Vis., 2022

#Emoji: A Study on the Association between Emojis and Hashtags on Twitter.

[BibT_eX]

[DOI]

Yuhang Zhou

Wei Ai

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

MIFTP: A Multimodal Multi-Level Independent Fusion Framework with Improved Twin Pyramid for Multilabel Chest X-Ray Image Classification.

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[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

AutoMine: An Unmanned Mine Dataset.

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[DOI]

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

NF-BCSNet: A Normalizing Flow-based Network for Block-based Image Compressed Sensing.

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[DOI]

Proceedings of the 15th International Congress on Image and Signal Processing, 2022

2021

Sending or not? A multimodal framework for Danmaku comment prediction.

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[DOI]

Inf. Process. Manag., 2021

MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets.

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[DOI]

CoRR, 2021

On the Robustness of Domain Adaption to Adversarial Attacks.

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[DOI]

Liyuan Zhang

Yuhang Zhou

Lei Zhang

CoRR, 2021

Uncertainty-aware Incremental Learning for Multi-organ Segmentation.

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[DOI]

CoRR, 2021

SAR: Scale-Aware Restoration Learning for 3D Tumor Segmentation.

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[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2019

Intelligent Trader Model Based on Deep Reinforcement Learning.

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[DOI]

Proceedings of the Web Information Systems and Applications, 2019

2018

Two-parameter process limits for infinite-server queues with dependent service times via chaining bounds.