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shanghai ai lab ziqi is a recipient of apple scholars in ai ml phd fellowship google phd fellowship microsoft research fellowship meshy fellowship wigraph s rising stars in computer graphics lee kuan yew gold medal acl s sac highlights award and the outstanding paper award at iccv workshop her research broadly lies in computer vision and deep learning with a focus on generative models and their evaluation particularly for image and video generation evaluation benchmarks defining tasks setting evaluation targets and providing diagnostic insights for generative models including vbench vbench vbench 2 0 evaluation agent and uni mmmu image generation editing controllable and high fidelity image generation and editing including collaborative diffusion reversion talk to edit and freeu video generation foundation models for video generation including lavie and vchitect 2 0 reasoning aware generative modeling enabling generative models to simulate real world phenomena and reactions including vchain and roadmap simulating the visual world news 2026 05 invited talk at xinghe talk 星河talk on advancing video world modeling at shanghai ai lab 2026 05 selected as 2026 rising stars in computer graphics by the acm siggraph community group wigraph 2026 05 one paper babyvision accepted to icml 2026 2026 04 awarded meshy fellowship 2026 04 two papers vchain uni mmmu accepted to acl 2026 findings paper and main conference 2026 03 awarded microsoft research fellowship 2026 03 invited talk at wisemodel 始智ai on 2d generative world models 2026 02 two papers unit and worldlens accepted to cvpr 2026 2026 02 we are organizing cvpr 2026 workshop edge 2026 02 invited talk at techbeat 将门创投 on video generation reasoning evaluation and beyond 2026 01 one paper vimogen accepted to iclr 2026 2026 01 one paper mavis accepted to eacl 2026 main conference 2025 12 invited talk at hongshan 红杉 on video generation reasoning evaluation and beyond 2025 11 one paper vbench accepted to tpami 2025 10 one paper vchain accepted to iccv 2025 workshop as oral and outstanding paper award 2025 10 invited talk at iccv 2025 workshop on egocentric body motion tracking synthesis 2025 10 invited talk at iccv 2025 workshop on interactive human centric foundation models 2025 09 one paper shotbench accepted to neurips 2025 2025 08 one paper cut2next accepted to siggraph asia 2025 2025 06 we are organizing cvpr 2025 tutorial from video generation to world model 2025 05 one paper stencil accepted to icip 2025 as spotlight 2025 05 one paper evaluation agent accepted to acl 2025 main conference as oral and sac highlights award 47 out of 8350 2025 03 awarded 2025 apple scholars in ai ml phd fellowship 2025 01 invited talk at fudan university 2024 11 guest lecture at university of michigan 2024 10 one paper lavie accepted to ijcv 2024 09 recognized as eccv 2024 outstanding reviewer 2024 08 one paper reversion accepted to siggraph asia 2024 2024 07 invited talk at opendatalab 2024 07 one paper freeinit accepted to eccv 2024 2024 06 invited talk at cvpr 2024 workshop on long video understanding 2024 04 we are organizing cvpr 2024 workshop loveu 2024 02 two papers vbench freeu accepted to cvpr 2024 highlight and oral 2023 12 one paper talk to edit accepted to tpami 2023 12 we are organizing cvpr 2024 workshop women in computer vision wicv 2023 11 awarded google phd fellowship 2023 2023 11 invited talk at adobe research 2023 06 invited talk at zhi dongxi 2023 10 awarded outstanding reviewer for iccv 2023 workshop cveu 2023 02 one paper collaborative diffusion accepted to cvpr 2023 2022 12 we are organizing cvpr 2023 workshop women in computer vision wicv 2022 09 awarded the global undergraduate award asia regional winner 2022 08 we organize the ai talks an initiative by researchers from ntu and nus in singapore to democratize ai through open talks and conversations 2022 08 we are organizing eccv 2022 workshop sensehuman 2022 08 start my journey at mmlab ntu as a ph d student 2022 06 awarded lee kuan yew gold medal 2021 07 one paper talk to edit accepted to iccv 2021 2021 05 one paper analogicalvqa accepted to icip 2021 publications babyvision visual reasoning beyond language babyvision team international conference on machine learning icml 2026 paper blog code leaderboard dataset vchain chain of visual thought for reasoning in video generation ziqi huang ning yu gordon chen haonan qiu paul debevec ziwei liu project lead annual meeting of the association for computational linguistics acl 2026 findings paper ieee cvf international conference on computer vision iccv workshop 2025 oral and outstanding paper award paper code project page video uni mmmu a massive multi discipline multimodal unified benchmark kai zou ziqi huang yuhao dong shulin tian dian zheng hongbo liu jingwen he bin liu yu qiao ziwei liu project lead annual meeting of the association for computational linguistics acl 2026 main conference paper code project page unit unified multimodal chain of thought test time scaling leon liangyu chen haoyu ma zhipeng fan ziqi huang animesh sinha xiaoliang dai jialiang wang zecheng he jianwei yang chunyuan li junzhe sun chu wang serena yeung levy felix juefei xu ieee cvf conference on computer vision and pattern recognition cvpr 2026 paper worldlens full spectrum evaluations of driving world models in real world ao liang lingdong kong tianyi yan hongsi liu wesley yang ziqi huang wei yin jialong zuo yixuan hu dekai zhu dongyue lu youquan liu guangfeng jiang linfeng li xiangtai li long zhuo lai xing ng benoit r cottereau changxin gao liang pan wei tsang ooi ziwei liu project lead ieee cvf conference on computer vision and pattern recognition cvpr 2026 paper code project page leaderboard the quest for generalizable motion generation data model and evaluation jing lin ruisi wang junzhe lu ziqi huang guorui song ailing zeng xian liu chen wei wanqi yin qingping sun zhongang cai lei yang ziwei liu project lead international conference on learning representations iclr 2026 paper code project page video mavis a multi agent framework for long sequence video storytelling qian wang ziqi huang ruoxi jia paul debevec ning yu european chapter of the association for computational linguistics eacl 2026 main conference paper vbench comprehensive and versatile benchmark suite for video generative models ziqi huang fan zhang xiaojie xu yinan he jiashuo yu ziyue dong qianli ma nattapol chanpaisit chenyang si yuming jiang yaohui wang xinyuan chen ying cong chen limin wang dahua lin yu qiao ziwei liu ieee transactions on pattern analysis and machine intelligence tpami 2025 paper code project page leaderboard cut2next generating next shot via in context tuning jingwen he hongbo liu jiajun li ziqi huang yu qiao wanli ouyang ziwei liu siggraph asia conference track 2025 paper project page video stencil subject driven generation with context guidance gordon chen ziqi huang cheston tan ziwei liu ieee international conference on image processing icip 2025 spotlight paper code project page shotbench expert level cinematic understanding in vision language models hongbo liu jingwen he yi jin dian zheng yuhao dong fan zhang ziqi huang yinan he yangguang li weichao chen yu qiao wanli ouyang shengjie zhao ziwei liu neural information processing systems neurips 2025 paper code project page video evaluation agent efficient and promptable evaluation framework for visual generative models fan zhang shulin tian ziqi huang yu qiao ziwei liu project lead annual meeting of the association for computational linguistics acl 2025 main conference oral and sac highlights award 47 out of 8350 paper code project page video reversion diffusion based relation inversion from images ziqi huang tianxing wu yuming jiang kelvin c k chan ziwei liu siggraph asia conference track 2024 paper video code project page dataset demo lavie high quality video generation with cascaded latent diffusion models yaohui wang xinyuan chen xin ma shangchen zhou ziqi huang yi wang ceuyuan yang yinan he jiashuo yu peiqing yang yuwei guo tianxing wu chenyang si yuming jiang cunjian chen chen change loy bo dai dahua lin yu qiao ziwei liu international journal of computer vision ijcv 2024 paper project page code freeinit bridging initialization gap in video diffusion models tianxing wu chenyang si yuming jiang ziqi huang ziwei liu european conference on computer vision eccv 2024 paper video code project page demo vbench comprehensive benchmark suite for video generative models ziqi huang yinan he jiashuo yu fan zhang chenyang si yuming jiang yuanhan zhang tianxing wu qingyang jin nattapol chanpaisit yaohui wang xinyuan chen limin wang dahua lin yu qiao ziwei liu ieee cvf conference on computer vision and pattern recognition cvpr 2024 highlight paper video code project page leaderboard dataset freeu free lunch in diffusion u net chenyang si ziqi huang yuming jiang ziwei liu ieee cvf conference on computer vision and pattern recognition cvpr 2024 oral paper video code project page demo talk to edit fine grained 2d and 3d facial editing via dialog yuming jiang ziqi huang tianxing wu xingang pan chen change loy ziwei liu ieee transactions on pattern analysis and machine intelligence tpami 2023 pdf paper project page collaborative diffusion for multi modal face generation and editing ziqi huang kelvin c k chan yuming jiang ziwei liu ieee cvf conference on computer vision and pattern recognition cvpr 2023 paper video code project page talk to edit fine grained facial editing via dialog yuming jiang ziqi huang xingang pan chen change loy ziwei liu ieee cvf international conference on computer vision iccv 2021 paper video code project page dataset a diagnostic study of visual question answering with analogical reasoning ziqi huang hongyuan zhu ying sun dongkyu choi cheston tan joo hwee lim ieee international conference on image processing icip 2021 pdf paper video preprints agentic world modeling foundations capabilities laws and beyond meng chu xuan billy zhang kevin qinghong lin lingdong kong jize zhang teng tu weijian ma ziqi huang senqiao yang wei huang yeying jin zhefan rao jinhui ye xinyu lin xichen zhang qisheng hu shuai yang leyang shen wei chow yifei dong fengyi wu quanyu long bin xia shaozuo yu mingkang zhu wenhu zhang jiehui huang haokun gui haoxuan che long chen qifeng chen wenxuan zhang wenya wang xiaojuan qi yang deng yanwei li mike zheng shou zhi qi cheng see kiong ng ziwei liu philip torr jiaya jia arxiv preprint 2026 paper github project page animationbench are video models good at character centric animation leyi wu pengjun fang kai sun yazhou xing yinwei wu songsong wang ziqi huang dan zhou yingqing he ying cong chen qifeng chen arxiv preprint 2026 paper code project page demystifing video reasoning ruisi wang zhongang cai fanyi pu junxiang xu wanqi yin maijunxian wang ran ji chenyang gu bo li ziqi huang hokin deng dahua lin ziwei liu lei yang arxiv preprint 2026 paper code project page video exploring mllm diffusion information transfer with metacanvas han lin xichen pan ziqi huang ji hou jialiang wang weifeng chen zecheng he felix juefei xu junzhe sun zhipeng fan ali thabet mohit bansal chu wang arxiv preprint 2025 paper project page simulating the visual world with artificial intelligence a roadmap jingtong yue ziqi huang zhaoxi chen xintao wang pengfei wan ziwei liu project lead arxiv preprint 2025 paper paper list project page realdpo real or not real that is the preference guo cheng danni yang ziqi huang jianlou si chenyang si ziwei liu project lead arxiv preprint 2025 paper code project page video cinescale free lunch in high resolution cinematic visual generation haonan qiu ning yu ziqi huang paul debevec ziwei liu arxiv preprint 2025 paper code project page video vbench 2 0 advancing video generation benchmark suite for intrinsic faithfulness dian zheng ziqi huang hongbo liu kai zou yinan he fan zhang yuanhan zhang jingwen he wei shi zheng yu qiao ziwei liu arxiv preprint 2025 paper code project page video leaderboard dataset repvideo rethinking cross layer representation for video generation chenyang si weichen fan zhengyao lv ziqi huang yu qiao ziwei liu arxiv preprint 2025 paper code project page vchitect 2 0 parallel transformer for scaling up video diffusion models weichen fan chenyang si junhao song zhenyu yang yinan he long zhuo ziqi huang ziyue dong jingwen he dongwei pan yi wang yuming jiang yaohui wang peng gao xinyuan chen hengjie li dahua lin yu qiao ziwei liu arxiv preprint 2025 paper code project page dataset book chapters multimodal face generation and manipulation with collaborative diffusion models ziqi huang kelvin c k chan yuming jiang ziwei liu large vision language models pre training prompting and applications springer 2025 digital book boosting diffusion u net with free lunch for text to image and text to video generation chenyang si ziqi huang yuming jiang ziwei liu large vision language models pre training prompting and applications springer 2025 digital book generative networks ziwei liu shuai yang yuming jiang ziqi huang handbook of face recognition third edition 2023 digital book education nanyang technological university aug 2022 present ph d student at mmlab ntu nanyang technological university aug 2018 may 2022 b e in information engineering media cgpa 5 00 5 00 ranking 1 awards 2026 wigraph s 2026 rising stars in computer graphics 2026 meshy fellowship 2026 microsoft research fellowship 2025 outstanding paper award iccv 2025 knowledgemr workshop 2025 acl 2025 sac highlights award 47 out of 8350 2025 2025 apple scholars in ai ml phd fellowship 2024 eccv 2024 outstanding reviewer 2023 google phd fellowship 2023 2023 outstanding reviewer iccv 2023 cveu workshop 2022 the global undergraduate award regional winner asia 2022 lee kuan yew gold medal top 1 in undergraduate cohort 2020 2021 ntu president research scholar 2019 2022 dean s list school of electrical and electronic engineering 2018 ntu science and engineering undergraduate scholarship professional service workshop organizer cvpr 2026 organizer edge workshop efficient and on device generation website cvpr 2025 organizer tutorial from video generation to world model website cvpr 2024 organizer loveu workshop long form video understanding towards multimodal ai assistant and copilot website cvpr 2024 general chair women in computer vision wicv workshop website cvpr 2023 organizer women in computer vision wicv workshop website report video eccv 2022 organizer sensehuman sensing understanding and synthesizing humans website video talk organizer director the ai talks international seminar series that connects researchers across institutions reviewer conference reviewer cvpr iccv iclr icip eccv siggraph asia neurips accv journal reviewer ijcv iet cv pr tmlr workshop reviewer iccv 2023 cveu workshop cvpr 2023 wicv workshop invited talks presentations 2026 05 invited talk at xinghe talk 星河talk on advancing video world modeling at shanghai ai lab 2026 03 invited 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