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Philip Torr

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

68

Venues

12

Active years

2024–2026

Best venue rank

A*

Where they publish

Papers

68 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAICan Editing LLMs Inject Harm?Canyu Chen, Baixiang Huang, Zekun Li, Zhaorun Chen, Shiyang Lai, Xiongxiao Xu, Jia-Chen Gu, Jindong Gu, Huaxiu Yao, Chaowei Xiao, Xifeng Yan, William Yang Wang, Philip Torr, Dawn Song, Kai Shu
2026AAAIAn MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models (Abstract Reprint).Yangchen Pan, Junfeng Wen, Chenjun Xiao, Philip Torr
2026AAAIDeep Research Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks.Haiyuan Wan, Chen Yang, Junchi Yu, Meiqi Tu, Jiaxuan Lu, Di Yu, Jianbao Cao, Ben Gao, Jiaqing Xie, Aoran Wang, Wenlong Zhang, Philip Torr, Dongzhan Zhou
2026ACLBehavioral Consistency Validation for LLM Agents: An Analysis of Trading-Style Switching through Stock-Market Simulation.Zeping Li, Guancheng Wan, Keyang Chen, Yu Chen, Yiwen Zhao, Philip Torr, Guangnan Ye, Zhenfei Yin, Hongfeng Chai
2026ACLScaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning.Zelin Tan, Hejia Geng, Xiaohang Yu, Mulei Zhang, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhong-Zhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, Philip Torr, Lei Bai
2026SIGGRAPHActCam: Zero-Shot Joint Camera and 3D Motion Control for Video Generation.Omar El Khalifi, Thomas Rossi, Oscar Fossey, Thibault Fouque, Ulysse Mizrahi, Philip Torr, Ivan Laptev, Fabio Pizzati, Baptiste Bellot-Gurlet
2025ACLMultimodal Pragmatic Jailbreak on Text-to-image Models.Tong Liu, Zhixin Lai, Jiawen Wang, Gengyuan Zhang, Shuo Chen, Philip Torr, Vera Demberg, Volker Tresp, Jindong Gu
2025ACLBenchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models.Kuofeng Gao, Shutao Xia, Ke Xu, Philip Torr, Jindong Gu
2025ACLMany Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System.Haoyang Su, Renqi Chen, Shixiang Tang, Zhenfei Yin, Xinzhe Zheng, Jinzhe Li, Biqing Qi, Qi Wu, Hui Li, Wanli Ouyang, Philip Torr, Bowen Zhou, Nanqing Dong
2025ACLCRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents.Tianqi Xu, Linyao Chen, Dai-Jie Wu, Yanjun Chen, Zecheng Zhang, Xiang Yao, Zhiqiang Xie, Yongchao Chen, Shilong Liu, Bochen Qian, Anjie Yang, Zhaoxuan Jin, Jianbo Deng, Philip Torr, Bernard Ghanem, Guohao Li
2025CVPROpen-World Objectness Modeling Unifies Novel Object Detection.Shan Zhang, Yao Ni, Jinhao Du, Yuan Xue, Philip Torr, Piotr Koniusz, Anton van den Hengel
2025CVPRFedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models.Haokun Chen, Hang Li, Yao Zhang, Jinhe Bi, Gengyuan Zhang, Yueqi Zhang, Philip Torr, Jindong Gu, Denis Krompass, Volker Tresp
2025CVPRPVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild.Henghui Ding, Chang Liu, Nikhila Ravi, Shuting He, Yunchao Wei, Song Bai, Philip Torr
2025CVPROlympus: A Universal Task Router for Computer Vision Tasks.Yuanze Lin, Yunsheng Li, Dongdong Chen, Weijian Xu, Ronald Clark, Philip Torr
2025CVPRVideo Motion Transfer with Diffusion Transformers.Alexander Pondaven, Aliaksandr Siarohin, Sergey Tulyakov, Philip Torr, Fabio Pizzati
2025CVPRLocalizing Events in Videos with Multimodal Queries.Gengyuan Zhang, Mang Ling Ada Fok, Jialu Ma, Yan Xia, Daniel Cremers, Philip Torr, Volker Tresp, Jindong Gu
2025EMNLPLLM Jailbreak Detection for (Almost) Free!Guorui Chen, Yifan Xia, Xiaojun Jia, Zhijiang Li, Philip Torr, Jindong Gu
2025EMNLPDetecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions.Hazel Kim, Tom A. Lamb, Adel Bibi, Philip Torr, Yarin Gal
2025EMNLPCan an Individual Manipulate the Collective Decisions of Multi-Agents?Fengyuan Liu, Rui Zhao, Shuo Chen, Guohao Li, Philip Torr, Lei Han, Jindong Gu
2025EMNLPReimagining Safety Alignment with An Image.Yifan Xia, Guorui Chen, Wenqian Yu, Zhijiang Li, Philip Torr, Jindong Gu
2025ICCVVMem: Consistent Interactive Video Scene Generation with Surfel-Indexed View Memory.Runjia Li, Philip Torr, Andrea Vedaldi, Tomas Jakab
2025ICCVAlignGuard: Scalable Safety Alignment for Text-to-Image Generation.Runtao Liu, Chen I Chieh, Jindong Gu, Jipeng Zhang, Renjie Pi, Qifeng Chen, Philip Torr, Ashkan Khakzar, Fabio Pizzati
2025ICCVMatchDiffusion: Training-Free Generation of Match-Cuts.Alejandro Pardo, Fabio Pizzati, Tong Zhang, Alexander Pondaven, Philip Torr, Juan C. Prez, Bernard Ghanem
2025ICCVStable Virtual Camera: Generative View Synthesis with Diffusion Models.Jensen Zhou, Hang Gao, Vikram Voleti, Aaryaman Vasishta, Chun-Han Yao, Mark Boss, Philip Torr, Christian Rupprecht, Varun Jampani
2025ICLRBi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models.Wenxuan Zhang, Philip Torr, Mohamed Elhoseiny, Adel Bibi
2025ICLRDo as I do (Safely): Mitigating Task-Specific Fine-tuning Risks in Large Language Models.Francisco Eiras, Aleksandar Petrov, Philip Torr, M. Pawan Kumar, Adel Bibi
2025ICLRShh, don't say that! Domain Certification in LLMs.Cornelius Emde, Alasdair Paren, Preetham Arvind, Maxime Guillaume Kayser, Tom Rainforth, Thomas Lukasiewicz, Philip Torr, Adel Bibi
2025ICLRTowards Certification of Uncertainty Calibration under Adversarial Attacks.Cornelius Emde, Francesco Pinto, Thomas Lukasiewicz, Philip Torr, Adel Bibi
2025ICLRTowards Interpreting Visual Information Processing in Vision-Language Models.Clement Neo, Luke Ong, Philip Torr, Mor Geva, David Krueger, Fazl Barez
2025ICMLPoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data.Tingchen Fu, Mrinank Sharma, Philip Torr, Shay B. Cohen, David Krueger, Fazl Barez
2025ICMLFlex3D: Feed-Forward 3D Generation with Flexible Reconstruction Model and Input View Curation.Junlin Han, Jianyuan Wang, Andrea Vedaldi, Philip Torr, Filippos Kokkinos
2025ICMLFocus On This, Not That! Steering LLMs with Adaptive Feature Specification.Tom A. Lamb, Adam Davies, Alasdair Paren, Philip Torr, Francesco Pinto
2025ICMLMixture of Experts Made Intrinsically Interpretable.Xingyi Yang, Constantin Venhoff, Ashkan Khakzar, Christian Schrder de Witt, Puneet K. Dokania, Adel Bibi, Philip Torr
2025ICMLMinimalist Concept Erasure in Generative Models.Yang Zhang, Er Jin, Yanfei Dong, Yixuan Wu, Philip Torr, Ashkan Khakzar, Johannes Stegmaier, Kenji Kawaguchi
2025WACVCan Multimodal Large Language Models Truly Perform Multimodal In-Context Learning?Shuo Chen, Zhen Han, Bailan He, Jianzhe Liu, Mark Buckley, Yao Qin, Philip Torr, Volker Tresp, Jindong Gu
2024ACLHelloFresh: LLM Evalutions on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits.Tim Franzmeyer, Aleksandar Shtedritski, Samuel Albanie, Philip Torr, Joo F. Henriques, Jakob N. Foerster
2024BMVCAs Firm As Their Foundations: Creating Transferable Adversarial Examples Across Downstream Tasks with CLIP.Anjun Hu, Jindong Gu, Francesco Pinto, Konstantinos Kamnitsas, Philip Torr
2024CVPRSelf-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation.Hang Li, Chengzhi Shen, Philip Torr, Volker Tresp, Jindong Gu
2024CVPRRoDLA: Benchmarking the Robustness of Document Layout Analysis Models.Yufan Chen, Jiaming Zhang, Kunyu Peng, Junwei Zheng, Ruiping Liu, Philip Torr, Rainer Stiefelhagen
2024CVPRCLIP as RNN: Segment Countless Visual Concepts without Training Endeavor.Shuyang Sun, Runjia Li, Philip Torr, Xiuye Gu, Siyang Li
2024ECCVPVUW 2024 Challenge on Complex Video Understanding: Methods and Results.Henghui Ding, Chang Liu, Yunchao Wei, Nikhila Ravi, Shuting He, Song Bai, Philip Torr, Deshui Miao, Xin Li, Zhenyu He, Yaowei Wang, Ming-Hsuan Yang, Zhensong Xu, Jiangtao Yao, Chengjing Wu, Ting Liu, Luoqi Liu, Xinyu Liu, Jing Zhang, Kexin Zhang, Yuting Yang, Licheng Jiao, Shuyuan Yang, Mingqi Gao, Jingnan Luo, Jinyu Yang, Jungong Han, Feng Zheng, Bin Cao, Yisi Zhang, Xuanxu Lin, Xingjian He, Bo Zhao, Jing Liu, Feiyu Pan, Hao Fang, Xiankai Lu
2024ECCVVFusion3D: Learning Scalable 3D Generative Models from Video Diffusion Models.Junlin Han, Filippos Kokkinos, Philip Torr
2024ECCVLatent Guard: A Safety Framework for Text-to-Image Generation.Runtao Liu, Ashkan Khakzar, Jindong Gu, Qifeng Chen, Philip Torr, Fabio Pizzati
2024ECCVWhich Model Generated This Image? A Model-Agnostic Approach for Origin Attribution.Fengyuan Liu, Haochen Luo, Yiming Li, Philip Torr, Jindong Gu
2024ECCVImproving Adversarial Transferability via Model Alignment.Avery Ma, Amir-massoud Farahmand, Yangchen Pan, Philip Torr, Jindong Gu
2024ECCVuCAP: An Unsupervised Prompting Method for Vision-Language Models.A. Tuan Nguyen, Kai Sheng Tai, Bor-Chun Chen, Satya Narayan Shukla, Hanchao Yu, Philip Torr, Tai-Peng Tian, Ser-Nam Lim
2024ECCVGaussCtrl: Multi-view Consistent Text-Driven 3D Gaussian Splatting Editing.Jing Wu, Jia-Wang Bian, Xinghui Li, Guangrun Wang, Ian D. Reid, Philip Torr, Victor Adrian Prisacariu
2024ECCVDetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM.Yixuan Wu, Yizhou Wang, Shixiang Tang, Wenhao Wu, Tong He, Wanli Ouyang, Philip Torr, Jian Wu
2024ECCVCAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios.Qilang Ye, Zitong Yu, Rui Shao, Xinyu Xie, Philip Torr, Xiaochun Cao
2024ECCVScene-Conditional 3D Object Stylization and Composition.Jinghao Zhou, Tomas Jakab, Philip Torr, Christian Rupprecht
2024EMNLPModel Merging and Safety Alignment: One Bad Model Spoils the Bunch.Hasan Hammoud, Umberto Michieli, Fabio Pizzati, Philip Torr, Adel Bibi, Bernard Ghanem, Mete Ozay
2024EMNLPTowards Interpretable Sequence Continuation: Analyzing Shared Circuits in Large Language Models.Michael Lan, Philip Torr, Fazl Barez
2024EMNLPNo 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, Kenneth Church, Mohamed Elhoseiny
2024ICLRPorf: Pose residual field for accurate Neural surface Reconstruction.Jia-Wang Bian, Wenjing Bian, Victor Adrian Prisacariu, Philip Torr
2024ICLRSelect to Perfect: Imitating desired behavior from large multi-agent data.Tim Franzmeyer, Edith Elkind, Philip Torr, Jakob Nicolaus Foerster, Joo F. Henriques
2024ICLRIllusory Attacks: Information-theoretic detectability matters in adversarial attacks.Tim Franzmeyer, Stephen Marcus McAleer, Joo F. Henriques, Jakob Nicolaus Foerster, Philip Torr, Adel Bibi, Christian Schrder de Witt
2024ICLRInducing High Energy-Latency of Large Vision-Language Models with Verbose Images.Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu
2024ICLRInfluencer Backdoor Attack on Semantic Segmentation.Haoheng Lan, Jindong Gu, Philip Torr, Hengshuang Zhao
2024ICLRAn Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models.Haochen Luo, Jindong Gu, Fengyuan Liu, Philip Torr
2024ICLRWhen Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations.Aleksandar Petrov, Philip Torr, Adel Bibi
2024ICLRReal-Fake: Effective Training Data Synthesis Through Distribution Matching.Jianhao Yuan, Jie Zhang, Shuyang Sun, Philip Torr, Bo Zhao
2024ICLRContinual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation.Wenxuan Zhang, Youssef Mohamed, Bernard Ghanem, Philip Torr, Adel Bibi, Mohamed Elhoseiny
2024ICMLEfficient Error Certification for Physics-Informed Neural Networks.Francisco Eiras, Adel Bibi, Rudy Bunel, Krishnamurthy Dj Dvijotham, Philip Torr, M. Pawan Kumar
2024ICMLPrompting a Pretrained Transformer Can Be a Universal Approximator.Aleksandar Petrov, Philip Torr, Adel Bibi
2024ICMLExtracting Training Data From Document-Based VQA Models.Francesco Pinto, Nathalie Rauschmayr, Florian Tramr, Philip Torr, Federico Tombari
2024ICMLTowards Interpretable Deep Local Learning with Successive Gradient Reconciliation.Yibo Yang, Xiaojie Li, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Adel Bibi, Philip Torr, Bernard Ghanem
2024ICMLNot Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators.Jianhao Yuan, Francesco Pinto, Adam Davies, Philip Torr
2024MICCAIFedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging.Kumail Alhamoud, Yasir Ghunaim, Motasem Alfarra, Thomas Hartvigsen, Philip Torr, Bernard Ghanem, Adel Bibi, Marzyeh Ghassemi