Semi-Supervised Few-Shot Learning with Local and Global Consistency. - Ahmed Ayyad; Nassir Navab; Mohamed Elhoseiny 001; Shadi Albarqouni (CoRR, 2019)

Uncertainty-guided Continual Learning with Bayesian Neural Networks. - Sayna Ebrahimi; Mohamed Elhoseiny 001; Trevor Darrell; Marcus Rohrbach (CoRR, 2019)

Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction. - Abduallah A. Mohamed; Kun Qian 018; Mohamed Elhoseiny 001; Christian G. Claudel (CVPR, 2020)

ReferIt3D: Neural Listeners for Fine-Grained 3D Object Identification in Real-World Scenes. - Panos Achlioptas; Ahmed Abdelreheem 002; Fei Xia 002; Mohamed Elhoseiny 001; Leonidas J. Guibas (ECCV (1), 2020)

Long-tail Visual Relationship Recognition with a Visiolinguistic Hubless Loss. - Sherif Abdelkarim; Panos Achlioptas; Jiaji Huang; Boyang Li 001; Kenneth Church 001; Mohamed Elhoseiny 001 (CoRR, 2020)

Efficient long-distance relation extraction with DG-SpanBERT. - Jun Chen 021; Robert Hoehndorf; Mohamed Elhoseiny 001; Xiangliang Zhang 001 (CoRR, 2020)

Inner Ensemble Nets. - Abduallah A. Mohamed; Muhammed Mohaimin Sadiq; Ehab AlBadawy; Mohamed Elhoseiny 001; Christian G. Claudel (CoRR, 2020)

Normalization Matters in Zero-Shot Learning. - Ivan Skorokhodov; Mohamed Elhoseiny 001 (CoRR, 2020)

Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation. - Uchenna Akujuobi; Jun Chen 021; Mohamed Elhoseiny 001; Michael Spranger; Xiangliang Zhang 001 (CoRR, 2020)

ArtEmis: Affective Language for Visual Art. - Panos Achlioptas; Maks Ovsjanikov; Kilichbek Haydarov; Mohamed Elhoseiny 001; Leonidas J. Guibas (CVPR, 2021)

Adversarial Generation of Continuous Images. - Ivan Skorokhodov; Savva Ignatyev; Mohamed Elhoseiny 001 (CVPR, 2021)

Exploring Long Tail Visual Relationship Recognition with Large Vocabulary. - Sherif Abdelkarim; Aniket Agarwal; Panos Achlioptas; Jun Chen 021; Jiaji Huang; Boyang Li 001; Kenneth Church 001; Mohamed Elhoseiny 001 (ICCV, 2021)

VisualGPT: Data-efficient Image Captioning by Balancing Visual Input and Linguistic Knowledge from Pretraining. - Jun Chen 021; Han Guo; Kai Yi; Boyang Li 001; Mohamed Elhoseiny 001 (CoRR, 2021)

Aligning Latent and Image Spaces to Connect the Unconnectable. - Ivan Skorokhodov; Grigorii Sotnikov; Mohamed Elhoseiny 001 (CoRR, 2021)

Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation. - Mohamed Elhoseiny 001; Divyansh Jha; Kai Yi; Ivan Skorokhodov (CoRR, 2021)

RelTransformer: Balancing the Visual Relationship Detection from Local Context, Scene and Memory. - Jun Chen 021; Aniket Agarwal; Sherif Abdelkarim; Deyao Zhu; Mohamed Elhoseiny 001 (CoRR, 2021)

Domain-Aware Continual Zero-Shot Learning. - Kai Yi; Mohamed Elhoseiny 001 (CoRR, 2021)

RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition. - Jun Chen 021; Aniket Agarwal; Sherif Abdelkarim; Deyao Zhu; Mohamed Elhoseiny 001 (CVPR, 2022)

VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning. - Jun Chen 021; Han Guo; Kai Yi; Boyang Li 001; Mohamed Elhoseiny 001 (CVPR, 2022)

It is Okay to Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection. - Youssef Mohamed; Faizan Farooq Khan; Kilichbek Haydarov; Mohamed Elhoseiny 001 (CVPR, 2022)

StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2. - Ivan Skorokhodov; Sergey Tulyakov; Mohamed Elhoseiny 001 (CVPR, 2022)

3D CoMPaT: Composition of Materials on Parts of 3D Things. - Yuchen Li 010; Ujjwal Upadhyay; Habib Slim; Ahmed Abdelreheem 002; Arpit Prajapati; Suhail Pothigara; Peter Wonka; Mohamed Elhoseiny 001 (ECCV (8), 2022)

Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation. - Abduallah A. Mohamed; Deyao Zhu; Warren Vu; Mohamed Elhoseiny 001; Christian G. Claudel (ECCV (22), 2022)

Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification. - Kai Yi; Xiaoqian Shen; Yunhao Gou; Mohamed Elhoseiny 001 (ECCV (20), 2022)

3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language. - Ahmed Abdelreheem 002; Ujjwal Upadhyay; Ivan Skorokhodov; Rawan Al Yahya; Jun Chen 021; Mohamed Elhoseiny 001 (WACV, 2022)

Efficiently Disentangle Causal Representations. - Yuanpeng Li 001; Joel Hestness; Mohamed Elhoseiny 001; Liang Zhao; Kenneth Church 001 (CoRR, 2022)

MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding. - Jun Chen 021; Ming Hu; Darren J. Coker; Michael L. Berumen; Blair R. Costelloe; Sara Beery; Anna Rohrbach; Mohamed Elhoseiny 001 (CVPR, 2023)

HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models. - Eslam Mohamed Bakr; Pengzhan Sun 001; Xiaoqian Shen; Faizan Farooq Khan; Li Erran Li; Mohamed Elhoseiny 001 (ICCV, 2023)

Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only. - Jun Chen 021; Deyao Zhu; Guocheng Qian; Bernard Ghanem; Zhicheng Yan 001; Chenchen Zhu; Fanyi Xiao; Sean Chang Culatana; Mohamed Elhoseiny 001 (ICCV, 2023)

FishNet: A Large-scale Dataset and Benchmark for Fish Recognition, Detection, and Functional Trait Prediction. - Faizan Farooq Khan; Xiang Li 046; Andrew J. Temple; Mohamed Elhoseiny 001 (ICCV, 2023)

OxfordTVG-HIC: Can Machine Make Humorous Captions from Images? - Runjia Li; Shuyang Sun; Mohamed Elhoseiny 001; Philip H. S. Torr (ICCV, 2023)

Continual Zero-Shot Learning through Semantically Guided Generative Random Walks. - Wenxuan Zhang 001; Paul Janson; Kai Yi; Ivan Skorokhodov; Mohamed Elhoseiny 001 (ICCV, 2023)

ImageCaptioner2: Image Captioner for Image Captioning Bias Amplification Assessment. - Eslam Abdelrahman; Pengzhan Sun 001; Li Erran Li; Mohamed Elhoseiny 001 (AAAI, 2024)

EmoTalker: Audio Driven Emotion Aware Talking Head Generation. - Xiaoqian Shen; Faizan Farooq Khan; Mohamed Elhoseiny 001 (ACCV (5), 2024)

Adversarial Text to Continuous Image Generation. - Kilichbek Haydarov; Aashiq Muhamed; Xiaoqian Shen; Jovana Lazarevic; Ivan Skorokhodov; Chamuditha Jayanga Galappaththige; Mohamed Elhoseiny 001 (CVPR, 2024)

AI Art Neural Constellation: Revealing the Collective and Contrastive State of AI-Generated and Human Art. - Faizan Farooq Khan; Diana Kim; Divyansh Jha; Youssef Mohamed; Hanna H. Chang; Ahmed Elgammal; Luba Elliott; Mohamed Elhoseiny 001 (CVPR Workshops, 2024)

ShapeWalk: Compositional Shape Editing Through Language-Guided Chains. - Habib Slim; Mohamed Elhoseiny 001 (CVPR, 2024)

Overcoming Generic Knowledge Loss with Selective Parameter Update. - Wenxuan Zhang 001; Paul Janson; Rahaf Aljundi; Mohamed Elhoseiny 001 (CVPR, 2024)

Goldfish: Vision-Language Understanding of Arbitrarily Long Videos. - Kirolos Ataallah; Xiaoqian Shen; Eslam Abdelrahman; Essam Sleiman; Mingchen Zhuge; Jian Ding 001; Deyao Zhu; Jürgen Schmidhuber; Mohamed Elhoseiny 001 (ECCV (29), 2024)

MEERKAT: Audio-Visual Large Language Model for Grounding in Space and Time. - Sanjoy Chowdhury; Sayan Nag; Subhrajyoti Dasgupta; Jun Chen 021; Mohamed Elhoseiny 001; Ruohan Gao; Dinesh Manocha (ECCV (64), 2024)

Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations. - Kilichbek Haydarov; Xiaoqian Shen; Avinash Madasu; Mahmoud Salem; Li-Jia Li; Gamaleldin Elsayed; Mohamed Elhoseiny 001 (ECCV (75), 2024)

Uni3DL: A Unified Model for 3D Vision-Language Understanding. - Xiang Li 046; Jian Ding 001; Zhaoyang Chen; Mohamed Elhoseiny 001 (ECCV (23), 2024)

No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languages. - Youssef Mohamed; Runjia Li; Ibrahim Said Ahmad; Kilichbek Haydarov; Philip Torr 001; Kenneth Church 001; Mohamed Elhoseiny 001 (EMNLP, 2024)

Multimodal Representation and Retrieval [MRR 2024]. - Xinliang Zhu; Arnab Dhua; Douglas Gray 001; I. Zeki Yalniz; Tan Yu; Mohamed Elhoseiny 001; Bryan A. Plummer (SIGIR, 2024)

A Hybrid Graph Network for Complex Activity Detection in Video. - Salman Khan 004; Izzeddin Teeti; Andrew Bradley; Mohamed Elhoseiny 001; Fabio Cuzzolin (WACV, 2024)

Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ Documents. - Jun Chen; Dannong Xu; Junjie Fei; Chun-Mei Feng; Mohamed Elhoseiny 001 (CVPR, 2025)

StoryGPT-V: Large Language Models as Consistent Story Visualizers. - Xiaoqian Shen; Mohamed Elhoseiny 001 (CVPR, 2025)

InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows. - Kirolos Ataallah; Eslam Mohamed Bakr; Mahmoud Ahmed; Chenhui Gou; Khushbu Pahwa; Jian Ding 001; Mohamed Elhoseiny 001 (EMNLP, 2025)

Kestrel: 3D Multimodal LLM for Part-Aware Grounded Description. - Mahmoud Ahmed; Junjie Fei; Jian Ding 001; Eslam Mohamed Bakr; Mohamed Elhoseiny 001 (ICCV, 2025)

Aurelia: Test-Time Reasoning Distillation in Audio-Visual LLMs. - Sanjoy Chowdhury; Hanan Gani; Nishit Anand; Sayan Nag; Ruohan Gao; Mohamed Elhoseiny 001; Salman Khan 001; Dinesh Manocha (ICCV, 2025)

AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs. - Sanjoy Chowdhury; Sayan Nag; Subhrajyoti Dasgupta; Yaoting Wang; Mohamed Elhoseiny 001; Ruohan Gao; Dinesh Manocha (ICCV, 2025)

Diffusion-Based Imaginative Coordination for Bimanual Manipulation. - Huilin Xu; Jian Ding; Jiakun Xu; Ruixiang Wang; Jun Chen 021; Jinjie Mai; Yanwei Fu 001; Bernard Ghanem; Feng Xu 001; Mohamed Elhoseiny 001 (ICCV, 2025)

WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation. - Zhongyu Yang; Jun Chen 005; Dannong Xu; Junjie Fei; Xiaoqian Shen; Liangbing Zhao; Chun-Mei Feng 001; Mohamed Elhoseiny 001 (ICCV, 2025)

4D-Bench: Benchmarking Multi-Modal Large Language Models for 4D Object Understanding. - Wenxuan Zhu; Bing Li 024; Cheng Zheng 002; Jinjie Mai; Jun Chen; Letian Jiang; Abdullah Hamdi; Sara Rojas Martinez; Chia-Wen Lin; Mohamed Elhoseiny 001; Bernard Ghanem (ICCV, 2025)

From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning. - Le Zhuo; Liangbing Zhao; Sayak Paul; Yue Liao; Renrui Zhang; Yi Xin 003; Peng Gao 007; Mohamed Elhoseiny 001; Hongsheng Li 001 (ICCV, 2025)

Temporal Model-Based Federated Active Medical Image Classification. - Yunlu Yan; Chun-Mei Feng 001; Yuexiang Li; Jinheng Xie; Jun Chen 005; Mohamed Elhoseiny 001; Ming Hu; Kaishun Wu; Lei Zhu 003 (MICCAI (14), 2025)

Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images. - Jun Chen 021; Faizan Farooq Khan; Ming Hu; Ammar Sherif; Zongyuan Ge; Boyang Li 001; Mohamed Elhoseiny 001 (WACV, 2025)

Aberration-Aware Depth-From-Focus. - Xinge Yang; Qiang Fu 002; Mohamed Elhoseiny 001; Wolfgang Heidrich (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

3DCoMPaT++: An Improved Large-Scale 3D Vision Dataset for Compositional Recognition. - Habib Slim; Xiang Li 046; Yuchen Li 010; Mahmoud Ahmed; Mohamed Ayman; Ujjwal Upadhyay; Ahmed Abdelreheem 002; Arpit Prajapati; Suhail Pothigara; Peter Wonka; Mohamed Elhoseiny 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Step-by-step Layered Design Generation. - Faizan Farooq Khan; K. J. Joseph; Koustava Goswami; Mohamed Elhoseiny 001; Balaji Vasan Srinivasan (AAAI, 2026)

XProvence: Zero-Cost Multilingual Context Pruning for Retrieval-Augmented Generation. - Youssef Mohamed; Mohamed Elhoseiny 001; Thibault Formal; Nadezhda Chirkova (ECIR (2), 2026)

iMotion-LLM: Instruction-Conditioned Trajectory Generation. - Abdulwahab Felemban; Nussair Hroub; Jian Ding 001; Eslam Abdelrahman; Xiaoqian Shen; Abduallah A. Mohamed; Mohamed Elhoseiny 001 (WACV, 2026)