Zhang, Wenxuan

23 publications

ICLR 2025 Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models Wenxuan Zhang, Philip Torr, Mohamed Elhoseiny, Adel Bibi

ICLR 2025 Query-Based Knowledge Transfer for Heterogeneous Learning Environments Norah Alballa, Wenxuan Zhang, Ziquan Liu, Ahmed M. Abdelmoniem, Mohamed Elhoseiny, Marco Canini

NeurIPS 2025 StyleGuard: Preventing Text-to-Image-Model-Based Style Mimicry Attacks by Style Perturbations Yanjie Li, Wenxuan Zhang, Xinqi Lyu, Yihao Liu, Bin Xiao

NeurIPS 2025 The Emergence of Abstract Thought in Large Language Models Beyond Any Language Yuxin Chen, Yiran Zhao, Yang Zhang, An Zhang, Kenji Kawaguchi, Shafiq Joty, Junnan Li, Tat-Seng Chua, Michael Qizhe Shieh, Wenxuan Zhang

NeurIPS 2025 The Rise of Parameter Specialization for Knowledge Storage in Large Language Models Yihuai Hong, Yiran Zhao, Wei Tang, Yang Deng, Yu Rong, Wenxuan Zhang

ICLR 2025 Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron Yiran Zhao, Wenxuan Zhang, Yuxi Xie, Anirudh Goyal, Kenji Kawaguchi, Michael Shieh

NeurIPS 2025 Vgent: Graph-Based Retrieval-Reasoning-Augmented Generation for Long Video Understanding Xiaoqian Shen, Wenxuan Zhang, Jun Chen, Mohamed Elhoseiny

NeurIPS 2025 When Less Language Is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners Weixiang Zhao, Jiahe Guo, Yang Deng, Tongtong Wu, Wenxuan Zhang, Yulin Hu, Xingyu Sui, Yanyan Zhao, Wanxiang Che, Bing Qin, Tat-Seng Chua, Ting Liu

TMLR 2024 ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions Deyao Zhu, Jun Chen, Kilichbek Haydarov, Xiaoqian Shen, Wenxuan Zhang, Mohamed Elhoseiny

ICLR 2024 Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation Wenxuan Zhang, Youssef Mohamed, Bernard Ghanem, Philip Torr, Adel Bibi, Mohamed Elhoseiny

NeurIPS 2024 How Do Large Language Models Handle Multilingualism? Yiran Zhao, Wenxuan Zhang, Guizhen Chen, Kenji Kawaguchi, Lidong Bing

NeurIPS 2024 Label Delay in Online Continual Learning Botos Csaba, Wenxuan Zhang, Matthias Müller, Ser-Nam Lim, Mohamed Elhoseiny, Philip H.S. Torr, Adel Bibi

ICLR 2024 Multilingual Jailbreak Challenges in Large Language Models Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing

CVPR 2024 Overcoming Generic Knowledge Loss with Selective Parameter Update Wenxuan Zhang, Paul Janson, Rahaf Aljundi, Mohamed Elhoseiny

ICLR 2024 Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua

ICCV 2023 Continual Zero-Shot Learning Through Semantically Guided Generative Random Walks Wenxuan Zhang, Paul Janson, Kai Yi, Ivan Skorokhodov, Mohamed Elhoseiny

NeurIPS 2023 From Cloze to Comprehension: Retrofitting Pre-Trained Masked Language Models to Pre-Trained Machine Reader Weiwen Xu, Xin Li, Wenxuan Zhang, Meng Zhou, Wai Lam, Luo Si, Lidong Bing

NeurIPS 2023 M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models Wenxuan Zhang, Mahani Aljunied, Chang Gao, Yew Ken Chia, Lidong Bing

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

CVPR 2023 SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation Wenxuan Zhang, Xiaodong Cun, Xuan Wang, Yong Zhang, Xi Shen, Yu Guo, Ying Shan, Fei Wang

NeurIPSW 2022 A Simple Baseline That Questions the Use of Pretrained-Models in Continual Learning Paul Janson, Wenxuan Zhang, Rahaf Aljundi, Mohamed Elhoseiny

AAAI 2022 Prevailing in the Dark: Information Walls in Strategic Games Pavel Naumov, Wenxuan Zhang

ACML 2019 Cascaded and Dual: Discrimination Oriented Network for Brain Tumor Classification Wenxuan Zhang, Dong Zhang, Xinguang Xiang