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

Prioritizing Large-Scale Natural Language Test Cases at OPPO.

[BibT_eX]

[DOI]

Haoran Xu

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2025

X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

The Belief State Transformer.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Adapters for Altering LLM Vocabularies: What Languages Benefit the Most?

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Multilevel Semantic-Aware Model for AI-Generated Video Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes.

[BibT_eX]

[DOI]

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

PEACE: Empowering Geologic Map Holistic Understanding with MLLMs.

[BibT_eX]

[DOI]

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

CACA: Context-Aware Cross-Attention Network for Extractive Aspect Sentiment Quad Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

iMOVE : Instance-Motion-Aware Video Understanding.

[BibT_eX]

[DOI]

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

Federated Learning with Sample-level Client Drift Mitigation.

[BibT_eX]

[DOI]

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

MVReward: Better Aligning and Evaluating Multi-View Diffusion Models with Human Preferences.

[BibT_eX]

[DOI]

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

2024

Porosity Prediction Based on Ensemble Learning for Feature Selection and an Optimized GRU Improved by the PSO Algorithm.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., December, 2024

Deep Learning-Based Pedestrian Detection Using RGB Images and Sparse LiDAR Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, May, 2024

Semiparametric Musculoskeletal Model for Reinforcement Learning-Based Trajectory Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

MFWOA: Multifactorial Whale Optimization Algorithm.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2024

Broad spectral response of large array CIS with BSI-PD from visible light to near ultraviolet.

[BibT_eX]

[DOI]

Microelectron. J., 2024

Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion.

[BibT_eX]

[DOI]

CoRR, 2024

Deegen: A JIT-Capable VM Generator for Dynamic Languages.

[BibT_eX]

[DOI]

Haoran Xu

Fredrik Kjolstad

CoRR, 2024

Learning to Achieve Goals with Belief State Transformers.

[BibT_eX]

[DOI]

CoRR, 2024

Online Linear Programming with Batching.

[BibT_eX]

[DOI]

Haoran Xu

Peter W. Glynn

Yinyu Ye

CoRR, 2024

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge.

[BibT_eX]

[DOI]

S. Farhad Hosseini-Benvidi

Fengbin Guan

Ahmad Mahmoudi-Aznaveh

CoRR, 2024

NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results.

[BibT_eX]

[DOI]

CoRR, 2024

Streaming Sequence Transduction through Dynamic Compression.

[BibT_eX]

[DOI]

CoRR, 2024

Fuzzing JavaScript engines with a syntax-aware neural program model.

[BibT_eX]

[DOI]

Comput. Secur., 2024

AFENet: Attention-guided feature enhancement network and a benchmark for low-altitude UAV sewage outfall detection.

[BibT_eX]

[DOI]

Array, 2024

Hyperkan: An Interpretable Approximation Network for Hyperspectral Superresolution.

[BibT_eX]

[DOI]

Proceedings of the 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2024

Optimization-Based Trajectory Planning for Autonomous Ground Vehicles.

[BibT_eX]

[DOI]

Haoran Xu

Qinyuan Ren

Proceedings of the Social Robotics - 16th International Conference, 2024

Improved Chinese Few-Shot relation extraction using Large Language Model for Data Augmentation and Prototypical Network.

[BibT_eX]

[DOI]

Haoran Xu

Kechen Lou

Sixian Chan

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

MPVSched: Multipath Transmissions and Video Frame Scheduling for Content Delivery Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Networking, Architecture and Storage, 2024

Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles.

[BibT_eX]

[DOI]

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

Reentrancy Vulnerability Detection Based on Improved Attention Mechanism.

[BibT_eX]

[DOI]

Haoran Xu

Meikang Qiu

Hui Zhao

Proceedings of the Knowledge Science, Engineering and Management, 2024

Edge-feature Modeling-based Topological Graph Neural Networks for Phishing Scams Detection on Ethereum.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

S2Vul: Vulnerability Analysis Based on Self-supervised Information Integration.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

Rosevin: Employing Resource- and Rate-Adaptive Edge Super-Resolution for Video Streaming.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2024, 2024

A Unmanned Aerial Vehicle System for Urban Management.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

NNTailor: A Neural Network-Driven Fuzzer for DataBase Management Systems.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024

Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation.

[BibT_eX]

[DOI]

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

A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

DROPFL: Client Dropout Attacks Against Federated Learning Under Communication Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Unsupervised Model Learning of Pneumatic Musculoskeletal Robots with Inadequate Sensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

Evolutionary Multitasking with Two-level Knowledge Transfer for Multi-view Point Cloud Registration.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

PackMamba: Efficient Processing of Variable-Length Sequences in Mamba Training.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Short-form UGC Video Quality Assessment Based on Multi-Level Video Fusion with Rank-Aware.

[BibT_eX]

[DOI]

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

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge.

[BibT_eX]

[DOI]

S. Farhad Hosseini-Benvidi

Ahmad Mahmoudi-Aznaveh

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

NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results.

[BibT_eX]

[DOI]

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

Fuzzing JavaScript Engines with a Graph-based IR.

[BibT_eX]

[DOI]

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

Node-Based Adaptive Fractional Distributed Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 14th Asian Control Conference, 2024

The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts.

[BibT_eX]

[DOI]

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

2023

A Multi-Scale Recursive Attention Feature Fusion Network for Image Super-Resolution Reconstruction Algorithm.

[BibT_eX]

[DOI]

Sensors, December, 2023

A method for obtaining maize phenotypic parameters based on improved QuickShift algorithm.

[BibT_eX]

[DOI]

Comput. Electron. Agric., November, 2023

Modeling Reviews for Few-Shot Recommendation via Enhanced Prototypical Network.

[BibT_eX]

[DOI]

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

Mesoscale functional connectivity in macaque visual areas.

[BibT_eX]

[DOI]

NeuroImage, May, 2023

ML-Accelerated Yield Analysis Framework Using Regularization for Sparsity in High-Sigma and High-Dimensional Scenarios.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2023

Remote-Sensing Interpretation for Soil Elements Using Adaptive Feature Fusion Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Survey on UAV Applications in Smart City Management: Challenges, Advances, and Opportunities.

[BibT_eX]

[DOI]

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

SaFormer: A Conditional Sequence Modeling Approach to Offline Safe Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Autonomous Driving with Human Guided Image Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Deegen: A Meta-compiler Approach for High Performance VMs at Low Engineering Cost (Invited Talk).

[BibT_eX]

[DOI]

Haoran Xu

Proceedings of the 18th ACM International Workshop on Implementation, 2023

Road Target Detection Based on Lightweight Improved YOLOv5l.

[BibT_eX]

[DOI]

Haoran Xu

Weiwei Yu

Proceedings of the 8th International Conference on Information Systems Engineering, 2023

Model-Based Reinforcement Learning for Trajectory Tracking of Musculoskeletal Robots.

[BibT_eX]

[DOI]

Haoran Xu

Jianyin Fan

Qiang Wang

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Condensing Multilingual Knowledge with Lightweight Language-Specific Modules.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity.

[BibT_eX]

[DOI]

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

Language-Aware Multilingual Machine Translation with Self-Supervised Learning.

[BibT_eX]

[DOI]

Haoran Xu

Jean Maillard

Vedanuj Goswami

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

Magical Brush: A Symbol-Based Modern Chinese Painting System for Novices.

[BibT_eX]

[DOI]

Haoran Xu

Shuyao Chen

Ying Zhang

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Content-aware Recommendation via Dynamic Heterogeneous Graph Convolutional Network.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

CAVE-SC: Inferring categories for venues using check-ins.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Four-Objective Optimization of an Irreversible Stirling Heat Engine with Linear Phenomenological Heat-Transfer Law.

[BibT_eX]

[DOI]

Entropy, 2022

An Android Malware Detection and Classification Approach Based on Contrastive Lerning.

[BibT_eX]

[DOI]

Comput. Secur., 2022

Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Haoran Xu

Kenton Murray

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

NNSMT: Deep Neural Networks for SMT Solvers Fuzzing.

[BibT_eX]

[DOI]

Zifu Yan

Yongjun Wang

Haoran Xu

Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains.

[BibT_eX]

[DOI]

Haoran Xu

Philipp Koehn

Kenton Murray

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

Smart Contract Scams Detection with Topological Data Analysis on Account Interaction.

[BibT_eX]

[DOI]

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

2021

Leveraging Data Augmentation for Service QoS Prediction in Cyber-physical Systems.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2021

Copy-and-patch compilation: a fast compilation algorithm for high-level languages and bytecode.

[BibT_eX]

[DOI]

Haoran Xu

Fredrik Kjolstad

Proc. ACM Program. Lang., 2021

Al-SPSD: Anti-leakage smart Ponzi schemes detection in blockchain.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2021

Joint Subtitle Extraction and Frame Inpainting for Videos with Burned-In Subtitles.

[BibT_eX]

[DOI]

Inf., 2021

Improved NSGA-II for the minimum constraint removal problem.

[BibT_eX]

[DOI]

Int. J. Embed. Syst., 2021

Adaptive Bridge between Training and Inference for Dialogue.

[BibT_eX]

[DOI]

CoRR, 2021

Cross-Lingual BERT Contextual Embedding Space Mapping with Isotropic and Isometric Conditions.

[BibT_eX]

[DOI]

Haoran Xu

Philipp Koehn

CoRR, 2021

Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation.

[BibT_eX]

[DOI]

Haoran Xu

Philipp Koehn

CoRR, 2021

Gradual Fine-Tuning for Low-Resource Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2021

SR-Inpaint: A General Deep Learning Framework for High Resolution Image Inpainting.

[BibT_eX]

[DOI]

Algorithms, 2021

A Health Status Evaluation Method for Chronic Disease Patients Based on Multivariate State Estimation Technique Using Wearable Physiological Signals: A Preliminary Study.

[BibT_eX]

[DOI]

Proceedings of the Wireless Mobile Communication and Healthcare, 2021

Managing Study Stress of College Students Through Personality Traits.

[BibT_eX]

[DOI]

Ding Ding

Xinyue Liu

Haoran Xu

Proceedings of the Modern Management based on Big Data II and Machine Learning and Intelligent Systems III, 2021

VAE based Text Style Transfer with Pivot Words Enhancement Learning.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

Physio6: A Sensor-Based Monitoring System for 6-Minute Walking Test in the Era of COVID-19.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Network Intelligence and Digital Content, 2021

Him-Net: A New Neural Network Approach for SAR and Optical Image Template Matching.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Deep transfer learning based on LSTM model in stock price forecasting.

[BibT_eX]

[DOI]

Proceedings of the ICCSE '21: 5th International Conference on Crowd Science and Engineering, Jinan, China, October 16, 2021

Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Adaptive Bridge between Training and Inference for Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation.

[BibT_eX]

[DOI]

Haoran Xu

Benjamin Van Durme

Kenton W. Murray

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Construction and Application of a Medical-Grade Wireless Monitoring System for Physiological Signals at General Wards.

[BibT_eX]

[DOI]

J. Medical Syst., 2020

Copy-and-Patch Binary Code Generation.

[BibT_eX]

[DOI]

Haoran Xu

Fredrik Kjolstad

CoRR, 2020

A routing and consolidation decision model for containerized air-land intermodal operations.

[BibT_eX]

[DOI]

Kuancheng Huang

Yu-Ting Lee

Haoran Xu

Comput. Ind. Eng., 2020

Occlusion Detection for Automatic Video Editing.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

DSmith: Compiler Fuzzing through Generative Deep Learning Model with Attention.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Expose Your Mask: Smart Ponzi Schemes Detection on Blockchain.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Tree2tree Structural Language Modeling for Compiler Fuzzing.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Training Musculoskeletal Arm Play Taichi with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Smart Ponzi Scheme Detection using Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Meet Changes with Constancy: Learning Invariance in Multi-Source Translation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Poster: DeePTOP: Personalized Tachycardia Onset Prediction Using Bi-directional LSTM in Wearable Embedded Systems.