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tianyuan zhang homepage homepage about me news publications honors and awards educations invited talks internships tianyuan zhang beihang university i am a phd student at state key laboratory of software development environment at the beihang university buaa beijing china email dblp google scholar orcid tianyuan zhang is a phd student at state key laboratory of software development environment at the beihang university buaa supervised by prof xianglong liu and prof aishan liu my research interest includes autonomous driving safety and adversarial attack educations 2023 09 present ph d in computer software and theory beihang university 2023 09 2024 06 visiting student zhongguancun laboratory 2019 09 2023 06 b sc in computer science and technology beihang university honors and awards 2025 11 i received the most popular demo award in acm mm 2025 2023 12 i received the outstanding research project of shen yuan honors college buaa 2023 06 i was selected as excellent graduate of beijing news special issue pattern analysis and applications i am serving as the guest editor for the special issue on the cognitive robustness of foundation models on pattern analysis and applications sci jcr q2 please submit your papers workshop cvpr 2026 i am co organizing the the 6th workshop of adversarial machine learning on computer vision safety of vision language agents on cvpr 2026 please submit your papers and participate the challenge to win prizes 2026 06 one first authored paper accepted by ieee tpami 2026 2026 04 one first authored paper accepted by mir 2026 2026 01 one paper accepted by aaai 2026 2025 11 our paper metadv is awarded the most popular demo in acm mm 2025 congrats 2025 09 one first authored paper accepted by chinese journal of electronics 2025 07 two papers accepted by acm mm 2025 one regular paper and one demos videos track paper 2025 06 one paper accepted by ieee tifs 2025 publications benchmarking the robustness of autonomous driving to environmental illusions a lane perception perspective pdf tianyuan zhang xianglong liu ︎ aishan liu lu wang yitong zhang peng yue mingchuan zhang siyuan liang dacheng tao ieee transactions on pattern analysis and machine intelligence ieee tpami 2026 visual adversarial attack on vision language models for autonomous driving pdf tianyuan zhang lu wang xinwei zhang yitong zhang boyi jia siyuan liang shengshan hu qiang fu aishan liu ︎ xianglong liu machine intelligence research mir 2026 adversarial generation and collaborative evolution of safety critical scenarios for autonomous vehicles pdf jiangfan liu yongkang guo fangzhi zhong tianyuan zhang zonglei jing siyuan liang jiakai wang mingchuan zhang aishan liu ︎ xianglong liu aaai conference on artificial intelligence aaai 2026 towards secure and robust vision language models in autonomous driving a survey for perception oriented and decision oriented attacks pdf tianyuan zhang jiangfan liu yongkang guo fangzhi zhong wei bao jian dong ︎ aishan liu xianglong liu chinese journal of electronics cje 2025 metadv a unified and interactive adversarial testing platform for autonomous driving pdf aishan liu jiakai wang tianyuan zhang hainan li jiangfan liu siyuan liang yilong ren xianglong liu ︎ dacheng tao acm multimedia acm mm 2025 most popular demo award manipulating multimodal agents via cross modal prompt injection pdf le wang zonghao ying tianyuan zhang siyuan liang shengshan hu mingchuan zhang aishan liu ︎ xianglong liu acm multimedia acm mm 2025 jailbreak vision language models via bi modal adversarial prompt pdf zonghao ying aishan liu ︎ tianyuan zhang zhengmin yu siyuan liang xianglong liu dacheng tao ieee transactions on information forensics and security ieee tifs 2025 multimodal object detection by adaptive channel enhancement and attention fusion pdf yaqi mei tianyuan zhang huobin tan ︎ international joint conference on neural networks ijcnn 2025 compromising llm driven embodied agents with contextual backdoor attacks pdf aishan liu yuguang zhou xianglong liu ︎ tianyuan zhang siyuan liang jiakai wang yanjun pu tianlin li junqi zhang wenbo zhou qing guo dacheng tao ieee transactions on information forensics and security ieee tifs 2025 bdefects4nn a backdoor defect database for controlled localization studies in neural networks pdf yisong xiao aishan liu ︎ xinwei zhang tianyuan zhang tianlin li siyuan liang xianglong liu yang liu dacheng tao ieee acm international conference on software engineering icse 2025 robuste2e exploring the robustness of end to end autonomous driving pdf jiang wei lu wang tianyuan zhang yuwei chen jian dong ︎ wei bao zichao zhang qiang fu electronics 2024 lanevil benchmarking the robustness of lane detection to environmental illusions pdf tianyuan zhang lu wang hainan li yisong xiao siyuan liang aishan liu ︎ xianglong liu dacheng tao acm multimedia acm mm 2024 towards robust physical world backdoor attacks on lane detection pdf xinwei zhang aishan liu ︎ tianyuan zhang siyuan liang xianglong liu acm multimedia acm mm 2024 attack end to end autonomous driving through module wise noise pdf lu wang tianyuan zhang yikai han muyang fang ting jin jiaqi kang ieee cvf conference on computer vision and pattern recognition cvpr workshop 2024 enhancing the transferability of adversarial attacks with stealth preservation pdf xinwei zhang tianyuan zhang yitong zhang shuangcheng liu ieee cvf conference on computer vision and pattern recognition cvpr workshop 2024 robustmq benchmarking robustness of quantized models pdf yisong xiao aishan liu tianyuan zhang haotong qin jinyang guo xianglong liu visual intelligence vi 2023 exploring the physical world adversarial robustness of vehicle detection pdf wei jiang tianyuan zhang shuangcheng liu weiyu ji zichao zhang gang xiao electronics 2023 benchmarking the robustness of quantized models pdf yisong xiao tianyuan zhang shunchang liu haotong qin ieee cvf conference on computer vision and pattern recognition cvpr workshop 2023 benchmarking the physical world adversarial robustness of vehicle detection pdf tianyuan zhang yisong xiao xiaoya zhang hao li lu wang ieee cvf conference on computer vision and pattern recognition cvpr workshop 2023 cloud workload turning points prediction via cloud feature enhanced deep learning pdf li ruan yu bai shaoning li jiaxun lv tianyuan zhang limin xiao haiguang fang chunhao wang yunzhi xue ieee transactions on cloud computing ieee tcc 2022