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kai wang toogle navigation home about publications education academic service award work experience interest friends kai wang principal researcher at tencent hunyuan focusing on parameter generation kai wang960112 gmail com victorkwang global tencent com about me i am a principal researcher at tencent hy studying neural network parameter generation i also collaborate closely with prof atlas wang on cutting edge research projects i received my ph d degree in 2025 from nus hpc ai lab supervised by prof yang you during my doctoral studies i had the privilege of collaborating with prof konstantinos n plataniotis as an affiliated member at the university of toronto and prof alex hauptmann as a sponsored researcher at carnegie mellon university cmu i received my m s degree in 2020 from mmlab siat supervised by prof yu qiao and assoc prof xiaojiang peng my research focuses on parameter generation and efficient machine learning i place an emphasis on exploring simple and baseline approaches to gain insights into the workings of deep learning until now my top 5 publications are dnd neurips 2025 rpg neurips 2025 p diff arxiv 2024 pab iclr 2025 and infobatch iclr 2024 oral news i am looking for talented individuals to join my research on parameter generation work with professors and researchers from top universities and institutions if you are interested feel free to reach out advising experience current research interns mengxuan wu undergraduate student at sustech incoming ph d student at ut austin yong zhong undergraduate student at sustech xuanlei zhao ph d student at nus alumni ziqiao wang ph d student at nus yuhao zhou ph d student at sichuan university zhiyuan liang undergraduate student at ustc 3 neurips 2025 dongwen tang undergraduate student at xidian university 2 neurips 2025 and 1 emnlp 2025 zekai li ph d student at ucsd 2 cvpr 2025 and 2 neurips 2025 yukun zhou undergraduate student at xidian university cvpr 2025 tianyi li ph d student at hku ziyao guo ph d student at nus iclr 2024 icml 2024 yuchen zhang incoming ph d student under pku and shanghai ai lab icml 2024 tianle zhang ph d student at nanyang tech univ singapore icml 2024 mingjia shi incoming ph d student at the university of virginia neruips 2023 cvpr 2025 yanqing liu ph d student at ucsc iccv 2023 beining yang ph d student at the university of edinburgh neruips 2023 all talents are welcome to send an email to me if you are interested in collaborating on projects related to parameter generation news mar 2026 hy wu 混元 无相 has been released congratulations a next generation ai system featuring formless and adaptive parameter generation jan 2026 mengxuan has been admitted to the ut austin phd program congratulations sep 2025 seven papers have been accepted by neurips 2025 congrats may 2025 two papers have been accepted by icml 2025 congrats to ziheng wangbo and pan mar 2025 zekai has been admitted to the ucsd phd program congratulations feb 2025 four papers have been accepted by cvpr 2025 congrats to zekai wangbo mingjia zhenghao haoxuan and yukun feb 2025 pyramid attention broadcast was merged into huggingface diffuers stay tuned jan 2025 pass the thesis defense dec 2024 enhance a video was merged into comfyui cogvideo comfyui ltx and comfyui hunyuan many thanks to kijai stay tuned sep 2024 pyramid attention broadcast was cited by meta movie gen report stay tuned sep 2024 congrats to my coauthors for their papers accepted to neurips 2024 july 2024 dataset growth has been accepted by eccv 2024 congrats to my coauthors may 2024 three papers have been accepted by icml 2024 congrats to my coauthors jan 2024 infobatch the first lossless dynamic data pruning approach was selected as oral presentation in iclr 2024 jan 2024 datm the first lossless dataset distillation approach was accepted by iclr 2024 jan 2024 four papers have been accepted by iclr 2024 including one oral one spotlight and 2 posters sep 2023 sgdd gif and pfedbred have been accepted by neurips 2023 july 2023 dream dataset quantization and zscl have been accepted by iccv 2023 feb 2023 bicro and msinet have been accepted by cvpr 2023 two papers consider the data issues in ai jan 2023 beta was selected as spotlight paper in iclr 2023 nov 2022 haba was selected as spotlight paper in neurips 2022 sep 2022 one paper has been accepted by neurips 2022 july 2022 one paper has been accepted by eccv 2022 mar 2022 contrastivecrop was selected as oral presentation in cvpr 2022 mar 2022 give a talk in sun yat sen university invited by prof xiaodan liang slides coming soon mar 2022 give a talk in bytedance invited by prof jiashi feng slides coming soon mar 2022 five papers have been accepted by cvpr 2022 including two first author papers one equal first author paper and one second author paper oct 2021 our team win one champion and and one third place in iccv mfr challenge one second place in insightface track aug 2021 one conference paper has been accepted by iccv mfr workshop may 2021 got ai singapore ph d fellowship may 2021 one journal paper has been accepted by transaction on artificial intelligence mar 2021 got a nus ph d offer feb 2021 one journal paper has been accepted by neurocomputing jul 2020 start my full time intern at alibaba damo acadmey jul 2020 one conference paper has been accepted by eccv2020 may 2020 one conference paper has been accepted by icip2020 feb 2020 one conference paper has been accepted by cvpr2020 jan 2020 start my part time intern at huawei cloud dec 2019 one journal paper has been accepted by tip dec 2019 one conference paper has been accepted by aaai2020 dec 2019 our team achieve top 6 2612 in naic challenge oct 2019 three conference papers have been accepted by icmi 2019 sep 2019 our team win the champion in huawei garbege classification challenge aug 2019 our team win the two second and one third place in emotiw 2019 challenge jan 2019 our team win the champion in peer hosted by uc berkeley challenge aug 2018 our team win the one champion and one second place in emotiw 2018 challenge aug 2017 our team win the one champion in emotiw 2017 challenge some awards before 2017 you can check out from my cv selected publications position weight space should be a first class generative ai modality zhangyang wang peihao wang kai wang icml 2026 position paper conference paper code twitter hy wu part i an extensible functional neural memory framework and an instantiation in text guided image editing tecent hy team core contributors mengxuan wu xuanlei zhao ziqiao wang ruicheng feng zhangyang wang qinglin lu and kai wang tech report conference paper code twitter drag and drop llms zero shot prompt to weights zhiyuan liang dongwen tang yuhao zhou xuanlei zhao mingjia shi wangbo zhao zekai li peihao wang konstantin schürholt damian borth michael m bronstein yang you zhangyang wang and kai wang neurips 2025 conference paper code twitter scaling up parameter generation a recurrent diffusion approach kai wang dongwen tang wangbo zhao konstantin schürholt zhangyang wang and yang you neurips 2025 conference paper code twitter enhance a video better generated video for free yang luo xuanlei zhao mengzhao chen kaipeng zhang wenqi shao kai wang zhangyang wang and yang you corresponding authors tech report 2024 conference paper code twitter emphasizing discriminative features for dataset distillation in complex scenarios kai wang zekai li zhi qi cheng samir khaki ahmad sajedi ramakrishna vedantam konstantinos n plataniotis alexander hauptmann and yang you equal contribution cvpr 2025 conference paper code summary real time video generation with pyramid attention broadcast xuanlei zhao xiaolong jin kai wang and yang you equal contribution and equal advising iclr 2025 conference paper code twitter a closer look at time steps is worthy of triple speed up for diffusion model training kai wang mingjia shi zekai li yukun zhou zhihang yuan yuzhang shang xiaojiang peng hanwang zhang and yang you equal contribution cvpr 2025 conference paper code summary neural network diffusion kai wang dongwen tang boya zeng yida yin zhaopan xu yukun zhou zelin zang trevor darrell zhuang liu and yang you equal advising arxiv 2024 conference paper code twitter infobatch lossless training speed up by unbiased dynamic data pruning ziheng qin kai wang zangwei zheng jianyang gu xiangyu peng zhaopan xu daquan zhou lei shang baigui sun xuansong xie and yang you project lead and equal first author oral presentation 1 2 in the twelfth international conference on learning representations iclr 2024 conference paper code openreview towards lossless dataset distillation via difficulty aligned trajectory matching ziyao guo kai wang george cazenavette hui li kaipeng zhang and yang you project lead the twelfth international conference on learning representations iclr 2024 conference paper code openreview dataset quantization daquan zhou kai wang jianyang gu xiangyu peng dongze lian yifan zhang yang you and jiashi feng equal first author international conference on computer vision iccv 2023 conference paper code dream efficient dataset distillation by representative matching yanqing liu jianyang gu kai wang zheng zhu wei jiang and yang you project lead international conference on computer vision iccv 2023 conference paper code dim distilling dataset into generative model kai wang jianyang gu daquan zhou zheng zhu wei jiang and yang you arxiv 2023 conference paper code cafe learning to condense dataset by aligning features kai wang bo zhao xiangyu peng zheng zhu shuo yang shuo wang guan huang hakan bilen xinchao wang and yang you ieee conference on computer vision and pattern recognition cvpr 2022 conference paper code an efficient training approach for very large scale face recognition kai wang shuo wang panpan zhang zhipeng zhou zheng zhu xiaobo wang xiaojiang peng baigui sun hao li and yang you ieee conference on computer vision and pattern recognition cvpr 2022 conference paper code crafting better contrastive views for siamese representation learning xiangyu peng kai wang zheng zhu mang wang and yang you equal first author oral presentation in ieee conference on computer vision and pattern recognition cvpr 2022 conference paper code suppressing uncertainties for large scale facial expression recognition kai wang xiaojiang peng jianfei yang shijian lu and yu qiao ieee conference on computer vision and pattern recognition cvpr 2020 conference paper code region attention networks for pose and occlusion robust facial expression recognition kai wang xiaojiang peng jianfei yang debin meng and yu qiao ieee transaction on image processing tip 2020 journal paper code education and career experience ph d and research fellow in data science machine learning national university of singapore singapore aug 2021 aug 2025 sponsored researcher remote in language technologies institute school of computer science carnegie mellon university usa apr 2024 nov 2024 affliated member remote in multimedia lab ece department university of toronto canada nov 2023 nov 2024 m s in computer technology university of chinese acadmey of sciences sep 2017 aug 2020 b eng in electrical engineering and automation beijing normal university zhuhai china sep 2013 july 2017 academic service reviewer of cvpr eccv icml neurips iccv aaai iclr reviewer of tpami tip tcsvt taffec tnnls friends jianfei yang ntu huaizheng zhang seed konstantinos n plataniotis university of toronto zhuang liu princeton atlas wang ut austin yan yan university of illinois chicago chenliang xu university of rochester yapeng tian ut dallas ramakrishna vedantam meta zhijian liu ucsd tianlong chen unc chapel hill xindi wu princeton george cazenavette mit csail konstantin schürholt university of st gallen zheng zhu tsinghua university bo zhao sjtu jiankang deng huawei london shuyang sun google deepmind hao luo alibaba group ruicheng feng tencent hy david junhao zhang google deepmind zangwei zheng nus yaqi xie cmu fuzhao xue google deepmind copyright kai wang 2021