A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning. - Paul Janson; Wenxuan Zhang 003; Rahaf Aljundi; Mohamed Elhoseiny 001 (CoRR, 2022)

Continual Zero-Shot Learning through Semantically Guided Generative Random Walks. - Wenxuan Zhang 003; Paul Janson; Kai Yi; Ivan Skorokhodov; Mohamed Elhoseiny 001 (ICCV, 2023)

SLAMB: Accelerated Large Batch Training with Sparse Communication. - Hang Xu; Wenxuan Zhang 003; Jiawei Fei; Yuzhe Wu; Tingwen Xie; Jun Huang; Yuchen Xie; Mohamed Elhoseiny 001; Panos Kalnis (ICML, 2023)

Overcoming General Knowledge Loss with Selective Parameter Finetuning. - Wenxuan Zhang 003; Paul Janson; Rahaf Aljundi; Mohamed Elhoseiny 001 (CoRR, 2023)

Label Delay in Continual Learning. - Botos Csaba; Wenxuan Zhang 003; Matthias Müller 011; Ser-Nam Lim; Mohamed Elhoseiny 001; Philip H. S. Torr; Adel Bibi (CoRR, 2023)

Overcoming Generic Knowledge Loss with Selective Parameter Update. - Wenxuan Zhang 003; Paul Janson; Rahaf Aljundi; Mohamed Elhoseiny 001 (CVPR, 2024)

Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation. - Wenxuan Zhang 003; Youssef Mohamed; Bernard Ghanem; Philip Torr 001; Adel Bibi; Mohamed Elhoseiny 001 (ICLR, 2024)

Label Delay in Online Continual Learning. - Botos Csaba; Wenxuan Zhang 003; Matthias Müller 011; Ser Nam Lim; Philip Torr 001; Adel Bibi (NeurIPS, 2024)

ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions. - Deyao Zhu; Jun Chen 021; Kilichbek Haydarov; Xiaoqian Shen; Wenxuan Zhang 003; Mohamed Elhoseiny 001 (Trans. Mach. Learn. Res., 2024)

Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models. - Wenxuan Zhang 003; Philip Torr 001; Mohamed Elhoseiny 001; Adel Bibi (ICLR, 2025)

Query-based Knowledge Transfer for Heterogeneous Learning Environments. - Norah Alballa; Wenxuan Zhang 003; Ziquan Liu; Ahmed M. Abdelmoniem; Mohamed Elhoseiny 001; Marco Canini (ICLR, 2025)

Vgent: Graph-based Retrieval-Reasoning-Augmented Generation For Long Video Understanding. - Xiaoqian Shen; Wenxuan Zhang 003; Jun Chen 021; Mohamed Elhoseiny 001 (NeurIPS, 2025)

Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs. - Meng Lu; Ran Xu 002; Yi Fang 011; Wenxuan Zhang 003; Yue Yu 001; Gaurav Srivastava 012; Yuchen Zhuang; Mohamed Elhoseiny 001; Charles Fleming; Carl Yang 001; Zhengzhong Tu; Yang Xie; et al. (CoRR, 2025)

dTRPO: Trajectory Reduction in Policy Optimization of Diffusion Large Language Models. - Wenxuan Zhang 003; Lemeng Wu; Changsheng Zhao 002; Ernie Chang; Mingchen Zhuge; Zechun Liu; Andy Su; Hanxian Huang; Jun Chen 021; Chong Zhou; Raghuraman Krishnamoorthi; Vikas Chandra; et al. (CoRR, 2026)

Neural Computers. - Mingchen Zhuge; Changsheng Zhao 002; Haozhe Liu; Zijian Zhou 002; Shuming Liu 001; Wenyi Wang; Ernie Chang; Gaël Le Lan; Junjie Fei; Wenxuan Zhang 003; Yasheng Sun; Zhipeng Cai 003; et al. (CoRR, 2026)