Aligning Sentences Between Comparable Texts of Different Styles. - Xiwen Chen; Mengxue Zhang; Kenny Qili Zhu (JIST (2), 2019)

Safety Helmet Detection Algorithm based on Color and HOG Features. - Miao Jin; Jun Zhang; Xiwen Chen; Quan Wang; Bing Lu; Wei Zhou; Gaoning Nie; Xu Wang (IEEE ICCI*CC, 2020)

MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data. - Xiaoqing Geng; Xiwen Chen; Kenny Q. Zhu; Libin Shen; Yinggong Zhao (CIKM, 2020)

Ultra-wideband Fingerprinting Positioning Based on Convolutional Neural Network. - Min Lei; Miao Jin; Tianfu Huang; Zhiwei Guo; Quan Wang; Zhiwu Wu; Zhuo Chen; Xiwen Chen; Jun Zhang (CITS, 2020)

Glove detection system based on VGG-16 network. - Miao Jin; Xiwen Chen; Guoshu Lai; Zhiwei Guo; Tianfu Huang; Zhuo Chen; Quan Wang; Jiniang Fu; Gaoning Nie; Jun Zhang (ISCID, 2020)

Deep DIH: Single-Shot Digital In-Line Holography Reconstruction by Deep Learning. - Huayu Li; Xiwen Chen; Zaoyi Chi; Christopher Mann; Abolfazl Razi (IEEE Access, 2020)

ST2: Small-data Text Style Transfer via Multi-task Meta-Learning. - Xiwen Chen; Kenny Q. Zhu (CoRR, 2020)

Deep DIH : Statistically Inferred Reconstruction of Digital In-Line Holography by Deep Learning. - Huayu Li; Xiwen Chen; Haiyu Wu; Zaoyi Chi; Christopher Mann; Abolfazl Razi (CoRR, 2020)

MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data. - Xiaoqing Geng; Xiwen Chen; Kenny Q. Zhu (CoRR, 2020)

Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention. - Huayu Li; Haiyu Wu; Xiwen Chen; Hanning Zhang; Abolfazl Razi (CoRR, 2020)

Boosting Belief Propagation for LDPC Codes with Deep Convolutional Neural Network Predictors. - Xiwen Chen; Huayu Li; Junsuo Qu; Abolfazl Razi (CCNC, 2021)

Towards Boosting Channel Attention for Real Image Denoising: Sub-band Pyramid Attention. - Huayu Li; Haiyu Wu; Xiwen Chen; Hao Wang 176; Abolfazl Razi (ICIG (3), 2021)

Fast Key Points Detection and Matching for Tree-Structured Images. - Hao Wang 176; Xiwen Chen; Abolfazl Razi; Rahul Amin (CSCI, 2022)

Nano-Resolution Visual Identifiers Enable Secure Monitoring in Next-Generation Cyber-Physical Systems. - Hao Wang 176; Xiwen Chen; Abolfazl Razi; Michael N. Kozicki; Rahul Amin; Mark Manfredo (CSCI, 2022)

Wildland Fire Detection and Monitoring Using a Drone-Collected RGB/IR Image Dataset. - Xiwen Chen; Bryce Hopkins; Hao Wang 176; Leo O'Neill; Fatemeh Afghah; Abolfazl Razi; Peter Z. Fulé; Janice Coen; Eric Rowell; Adam C. Watts (IEEE Access, 2022)

Network-level Safety Metrics for Overall Traffic Safety Assessment: A Case Study. - Xiwen Chen; Hao Wang 176; Abolfazl Razi; Brendan Russo; Jason Pacheco; John Roberts; Jeffrey Wishart; Larry Head (CoRR, 2022)

Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review. - Abolfazl Razi; Xiwen Chen; Huayu Li; Brendan Russo; Yan Chen; Hongbin Yu (CoRR, 2022)

DH-GAN: A Physics-driven Untrained Generative Adversarial Network for 3D Microscopic Imaging using Digital Holography. - Xiwen Chen; Hao Wang 176; Abolfazl Razi; Michael N. Kozicki; Christopher Mann (CoRR, 2022)

Diversity Maximized Scheduling in RoadSide Units for Traffic Monitoring Applications. - Ahmad Sarlak; Abolfazl Razi; Xiwen Chen; Rahul Amin (LCN, 2023)

Prediction of Spherical Equivalent with Vanilla ResNet. - Huayu Li; Wenhui Zhu; Xiwen Chen; Yalin Wang 001 (MMAC@MICCAI, 2023)

Beyond MobileNet: An Improved MobileNet for Retinal Diseases. - Wenhui Zhu; Peijie Qiu; Xiwen Chen; Huayu Li; Hao Wang 176; Natasha Leporé; Oana M. Dumitrascu; Yalin Wang 001 (MMAC@MICCAI, 2023)

Network-Level Safety Metrics for Overall Traffic Safety Assessment: A Case Study. - Xiwen Chen; Hao Wang 176; Abolfazl Razi; Brendan Russo; Jason Pacheco; John Roberts; Jeffrey Wishart; Larry Head; Alonso Granados Baca (IEEE Access, 2023)

RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples. - Xiwen Chen; Huayu Li; Rahul Amin; Abolfazl Razi (CoRR, 2023)

Knowledge Distillation Under Ideal Joint Classifier Assumption. - Huayu Li; Xiwen Chen; Gregory Ditzler; Ping Chang; Janet Roveda; Ao Li 004 (CoRR, 2023)

Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference. - Xiwen Chen; Huayu Li; Rahul Amin; Abolfazl Razi (CoRR, 2023)

Energy Optimization for HVAC Systems in Multi-VAV Open Offices: A Deep Reinforcement Learning Approach. - Hao Wang 176; Xiwen Chen; Natan Vital; Edward B. Duffy; Abolfazl Razi (CoRR, 2023)

MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features. - Huayu Li; Ana S. Carreon-Rascon; Xiwen Chen; Geng Yuan; Ao Li 004 (CoRR, 2023)

Quantification of cardiac capillarization in single-immunostained myocardial slices using weakly supervised instance segmentation. - Zhao Zhang; Xiwen Chen; William Richardson; Bruce Z. Gao; Abolfazl Razi; Tong Ye (CoRR, 2023)

Few-shot link prediction with meta-learning for temporal knowledge graphs. - Lin Zhu 014; Yizong Xing; Luyi Bai; Xiwen Chen (J. Comput. Des. Eng., 2023)

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection. - Hao Wang 176; Wenhui Zhu; Jiayou Qin; Xin Li; Oana M. Dumitrascu; Xiwen Chen; Peijie Qiu; Abolfazl Razi; Yalin Wang 001 (BHI, 2024)

Geographical Information Alignment Boosts Traffic Analysis via Transpose Cross-attention. - Xiangyu Jiang; Xiwen Chen; Hao Wang; Abolfazl Razi (IEEE Big Data, 2024)

FLAME Diffuser: Wildfire Image Synthesis using Mask Guided Diffusion. - Hao Wang; Sayed Pedram Haeri Boroujeni; Xiwen Chen; Ashish Bastola; Huayu Li; Wenhui Zhu; Abolfazl Razi (IEEE Big Data, 2024)

Motor Focus: Fast Ego-Motion Prediction for Assistive Visual Navigation. - Hao Wang; Jiayou Qin; Xiwen Chen; Ashish Bastola; John Suchanek; Zihao Gong; Abolfazl Razi (BSN, 2024)

Imaging Signal Recovery Using Neural Network Priors Under Uncertain Forward Model Parameters. - Xiwen Chen; Wenhui Zhu; Peijie Qiu; Abolfazl Razi (CVPR Workshops, 2024)

nnMobileNet: Rethinking CNN for Retinopathy Research. - Wenhui Zhu; Peijie Qiu; Xiwen Chen; Xin Li; Natasha Leporé; Oana M. Dumitrascu; Yalin Wang 001 (CVPR Workshops, 2024)

FedMIL: Federated-Multiple Instance Learning for Video Analysis with Optimized DPP Scheduling. - Ashish Bastola; Hao Wang 176; Xiwen Chen; Abolfazl Razi (DCOSS-IoT, 2024)

DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification. - Wenhui Zhu; Xiwen Chen; Peijie Qiu; Aristeidis Sotiras; Abolfazl Razi; Yalin Wang 001 (ECCV (38), 2024)

Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis. - Xiwen Chen; Sayed Pedram Haeri Boroujeni; Xin Shu; Huayu Li; Abolfazl Razi (SIGSPATIAL/GIS, 2024)

TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning. - Xiwen Chen; Peijie Qiu; Wenhui Zhu; Huayu Li; Hao Wang 176; Aristeidis Sotiras; Yalin Wang 001; Abolfazl Razi (ICML, 2024)

An Electric Grid Sign Detection Method Based on the Improved YOLOv8n. - Miao Jin; Xiwen Chen; Yanli Zhang; Shuai Gao; Jun Zhang (ISSSR, 2024)

Foreign Object Detection Method in Transmission Lines Based on Improved YOLOv8n. - Xu Wang; Xiwen Chen; Haibin Chen; Yi Cao; Jun Zhang (ISSSR, 2024)

DME-MobileNet: Fine-Tuning nnMobileNet for Diabetic Macular Edema Classification. - Xuanzhao Dong; Yalin Wang 001; Yanxi Chen 002; Xin Li; Hao Wang 176; Peijie Qiu; Xiwen Chen; Abolfazl Razi; Yujian Xiong; Oana M. Dumitrascu; Wenhui Zhu (UWF4DR@MICCAI, 2024)

Many-MobileNet: Multi-model Augmentation for Robust Retinal Disease Classification. - Hao Wang 176; Wenhui Zhu; Xuanzhao Dong; Yanxi Chen 002; Xin Li; Peijie Qiu; Xiwen Chen; Vamsi Krishna Vasa; Yujian Xiong; Oana M. Dumitrascu; Abolfazl Razi; Yalin Wang 001 (UWF4DR@MICCAI, 2024)

SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation. - Wenhui Zhu; Xiwen Chen; Peijie Qiu; Mohammad Farazi; Aristeidis Sotiras; Abolfazl Razi; Yalin Wang 001 (MICCAI (8), 2024)

FLAME Diffuser: Grounded Wildfire Image Synthesis using Mask Guided Diffusion. - Hao Wang 176; Sayed Pedram Haeri Boroujeni; Xiwen Chen; Ashish Bastola; Huayu Li; Abolfazl Razi (CoRR, 2024)

Enhancing Digital Hologram Reconstruction Using Reverse-Attention Loss for Untrained Physics-Driven Deep Learning Models with Uncertain Distance. - Xiwen Chen; Hao Wang 176; Zhao Zhang; Zhenmin Li; Huayu Li; Tong Ye; Abolfazl Razi (CoRR, 2024)

VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation. - Hao Wang 176; Jiayou Qin; Ashish Bastola; Xiwen Chen; John Suchanek; Zihao Gong; Abolfazl Razi (CoRR, 2024)

Motor Focus: Ego-Motion Prediction with All-Pixel Matching. - Hao Wang 176; Jiayou Qin; Xiwen Chen; Ashish Bastola; John Suchanek; Zihao Gong; Abolfazl Razi (CoRR, 2024)

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection. - Hao Wang 176; Wenhui Zhu; Jiayou Qin; Xin Li; Oana M. Dumitrascu; Xiwen Chen; Peijie Qiu; Abolfazl Razi (CoRR, 2024)

STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation. - Vamsi Krishna Vasa; Wenhui Zhu; Xiwen Chen; Peijie Qiu; Xuanzhao Dong; Yalin Wang 001 (CoRR, 2024)

Brain Stimulation of Dorsolateral Prefrontal Cortices Influences Impulsivity in Delay Discounting Choices. - Cong Fan; Jiayi Sun; Xiwen Chen; Wenbo Luo (J. Cogn. Neurosci., 2024)

Knowledge distillation under ideal joint classifier assumption. - Huayu Li; Xiwen Chen; Gregory Ditzler; Janet Roveda; Ao Li 004 (Neural Networks, 2024)

Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences. - Xiwen Chen; Peijie Qiu; Wenhui Zhu; Huayu Li; Hao Wang 176; Aristeidis Sotiras; Yalin Wang 001; Abolfazl Razi (AAAI, 2025)

Multimodal Variational Autoencoder: A Barycentric View. - Peijie Qiu; Wenhui Zhu; Sayantan Kumar; Xiwen Chen; Jin Yang; Xiaotong Sun; Abolfazl Razi; Yalin Wang 001; Aristeidis Sotiras (AAAI, 2025)

RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples. - Xiwen Chen; Huayu Li; Peijie Qiu; Wenhui Zhu; Rahul Amin; Abolfazl Razi (WACV, 2025)

CUNSB-RFIE: Context-Aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement. - Xuanzhao Dong; Vamsi Krishna Vasa; Wenhui Zhu; Peijie Qiu; Xiwen Chen; Yi Su 004; Yujian Xiong; Zhangsihao Yang; Yanxi Chen 002; Yalin Wang 001 (WACV, 2025)

Diffusion Prism: Enhancing Diversity and Morphology Consistency in Mask-to-Image Diffusion. - Hao Wang; Xiwen Chen; Ashish Bastola; Jiayou Qin; Abolfazl Razi (WACV (Workshops), 2025)

Anomaly detection based on improved k-nearest neighbor rough sets. - Xiwen Chen; Zhong Yuan; Shan Feng (Int. J. Approx. Reason., 2025)

Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models. - Huayu Li; Xiwen Chen; Ci Zhang; Stuart F. Quan; William D. S. Killgore; Shu-Fen Wung; Chen X. Chen; Geng Yuan; Jin Lu 001; Ao Li 004 (CoRR, 2025)

EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement. - Wenhui Zhu; Xuanzhao Dong; Xin Li; Yujian Xiong; Xiwen Chen; Peijie Qiu; Vamsi Krishna Vasa; Zhangsihao Yang; Yi Su 004; Oana M. Dumitrascu; Yalin Wang 001 (CoRR, 2025)

RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models. - Wenhui Zhu; Xin Li; Xiwen Chen; Peijie Qiu; Vamsi Krishna Vasa; Xuanzhao Dong; Yanxi Chen 002; Natasha Leporé; Oana M. Dumitrascu; Yi Su 004; Yalin Wang 001 (CoRR, 2025)

Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation. - Xiwen Chen; Wenhui Zhu; Peijie Qiu; Hao Wang 176; Huayu Li; Haiyu Wu; Aristeidis Sotiras; Yalin Wang 001; Abolfazl Razi (CoRR, 2025)

How Effective Can Dropout Be in Multiple Instance Learning ? - Wenhui Zhu; Peijie Qiu; Xiwen Chen; Zhangsihao Yang; Aristeidis Sotiras; Abolfazl Razi; Yalin Wang 001 (CoRR, 2025)

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA. - Xuanzhao Dong; Wenhui Zhu; Hao Wang 176; Xiwen Chen; Peijie Qiu; Rui Yin; Yi Su 004; Yalin Wang 001 (CoRR, 2025)

FIC-TSC: Learning Time Series Classification with Fisher Information Constraint. - Xiwen Chen; Wenhui Zhu; Peijie Qiu; Hao Wang 176; Huayu Li; Zihan Li; Yalin Wang 001; Aristeidis Sotiras; Abolfazl Razi (CoRR, 2025)

DRA-GRPO: Exploring Diversity-Aware Reward Adjustment for R1-Zero-Like Training of Large Language Models. - Xiwen Chen; Wenhui Zhu; Peijie Qiu; Xuanzhao Dong; Hao Wang 176; Haiyu Wu; Huayu Li; Aristeidis Sotiras; Yalin Wang 001; Abolfazl Razi (CoRR, 2025)

Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models. - Wenhui Zhu; Xuanzhao Dong; Xin Li; Peijie Qiu; Xiwen Chen; Abolfazl Razi; Aris Sotiras; Yi Su 004; Yalin Wang 001 (CoRR, 2025)

Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis. - Xiwen Chen; Peijie Qiu; Wenhui Zhu; Hao Wang 176; Huayu Li; Xuanzhao Dong; Xiaotong Sun; Xiaobing Yu; Yalin Wang 001; Abolfazl Razi; Aristeidis Sotiras (CoRR, 2025)

LLaDA-MedV: Exploring Large Language Diffusion Models for Biomedical Image Understanding. - Xuanzhao Dong; Wenhui Zhu; Xiwen Chen; Zhipeng Wang; Peijie Qiu; Shao Tang; Xin Li; Yalin Wang 001 (CoRR, 2025)

EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models. - Wenhui Zhu; Xiwen Chen; Zhipeng Wang; Shao Tang; Sayan Ghosh; Xuanzhao Dong; Rajat Koner; Yalin Wang 001 (CoRR, 2025)