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tionally researchers that leading the progress of ai including prof saining xie ami nyu prof luke zettlemoyer uw meta prof zhuang liu princeton dr shang wen li meta dr scott yih meta dr xinlei chen xai and many others i also advised the following awesome students jeff cui first author of dynamo nyu lihe yang first author of depth anything 1 2 hku yung sung chuang csail mit openai shuming liu kaust xiaoqian shen kaust jiawei ma columbia university wei chen jhu max bain vgg group deepmind zhiyu chen ucsb etc previously i received my ph d in computer science from university of illinois at chicago advised by prof philip s yu and prof bing liu i got my master in microelectronics from peking university during my ph d study i also work as a research intern at facebook ai amazon ai lab and wechat ai lab i am the winner of yelp dataset challenge news i m open to invited talks about insights in my research feel free to reach out sep 2025 gave a talk at cohere lab on metaclip 2 feb 2020 i defended my ph d thesis open sourced my ph d thesis sep 2019 ph d proposal in lifelong representation learning for nlp publication 2026 pixio in pursuit of pixel supervision for visual pre training lihe yang shang wen li yang li xinjie lei dong wang abdelrahman mohamed hengshuang zhao and hu xu arxiv code videoauto r1 video auto reasoning via thinking once answering twice cvpr 2026 shuming liu mingchen zhuge changsheng zhao jun chen lemeng wu zechun liu chenchen zhu zhipeng cai chong zhou haozhe liu ernie chang saksham suri hongyu xu qi qian wei wen balakrishnan varadarajan zhuang liu hu xu florian bordes raghuraman krishnamoorthi bernard ghanem vikas chandra and yunyang xiong arxiv matrix peer to peer multi agent synthetic data generation framework mlsys 2026 dong wang yang li ansong ni ching feng yeh youssef emad xinjie lei liam robbins karthik padthe hu xu xian li asli celikyilmaz ramya raghavendra lifei huang carole jean wu and shang wen li arxiv 2025 meta clip 2 a worldwide scaling recipe neurips 2025 spotlight yung sung chuang yang li dong wang ching feng yeh kehan lyu ramya raghavendra james glass lifei huang jason weston luke zettlemoyer xinlei chen zhuang liu saining xie wen tau yih shang wen li and hu xu arxiv code perception encoder the best visual embeddings are not at the output of the network cvpr 2026 daniel bolya po yao huang peize sun jang hyun cho andrea madotto chen wei tengyu ma jiale zhi jathushan rajasegaran hanoona rasheed junke wang marco monteiro hu xu shiyu dong nikhila ravi daniel li piotr dollár and christoph feichtenhofer arxiv code longvu spatiotemporal adaptive compression for long video language understanding arxiv 2024 xiaoqian shen yunyang xiong changsheng zhao lemeng wu jun chen chenchen zhu zechun liu fanyi xiao balakrishnan varadarajan florian bordes zhuang liu hu xu hyunwoo j kim bilge soran raghuraman krishnamoorthi mohamed elhoseiny and vikas chandra arxiv dinov2 meets text a unified framework for image and pixel level vision language alignment cvpr 2025 cijo jose théo moutakanni dahyun kang federico baldassarre timothée darcet hu xu daniel li marc szafraniec michaël ramamonjisoa maxime oquab oriane siméoni huy v vo patrick labatut and piotr bojanowski arxiv depthlm metric depth from vision language models iclr 2025 oral zhipeng cai ching feng yeh hu xu zhuang liu gregory meyer xinjie lei changsheng zhao shang wen li vikas chandra and yangyang shi arxiv code selfcite self supervised alignment for context attribution in large language models icml 2025 yung sung chuang benjamin cohen wang shannon zejiang shen zhaofeng wu hu xu xi victoria lin james glass shang wen li and wen tau yih arxiv 2024 demystifying clip data metaclip iclr spotlight hu xu saining xie xiaoqing ellen tan po yao huang russell howes vasu sharma shang wen li gargi ghosh luke zettlemoyer and christoph feichtenhofer arxiv code the llama 3 herd of models core author abhimanyu dubey abhinav jauhri abhinav pandey abhishek kadian ahmad al dahle aiesha letman akhil mathur alan schelten amy yang angela fan anirudh goyal anthony hartshorn aobo yang archi mitra archie sravankumar artem korenev arthur hinsvark arun rao aston zhang aurelien rodriguez austen gregerson ava spataru baptiste roziere bethany biron binh tang bobbie chern charlotte caucheteux chaya nayak chloe bi chris marra chris mcconnell christian keller christophe touret chunyang wu corinne wong cristian canton ferrer cyrus nikolaidis damien allonsius daniel song danielle pintz danny livshits david esiobu dhruv choudhary dhruv mahajan diego garcia olano diego perino dieuwke hupkes egor lakomkin ehab albadawy elina lobanova emily dinan eric michael smith filip radenovic frank zhang gabriel synnaeve gabrielle lee georgia lewis anderson graeme nail gregoire mialon guan pang guillem cucurell hailey nguyen hannah korevaar hu xu hugo touvron iliyan zarov imanol arrieta ibarra isabel kloumann ishan misra ivan evtimov jade copet jaewon lee jan geffert jana vranes jason park jay mahadeokar jeet shah jelmer van der linde jennifer billock jenny hong jenya lee jeremy fu jianfeng chi jianyu huang jiawen liu jie wang jiecao yu joanna bitton joe spisak jongsoo park joseph rocca joshua johnstun joshua saxe junteng jia kalyan vasuden alwala kartikeya upasani kate plawiak ke li kenneth heafield kevin stone et al arxiv chameleon mixed modal early fusion foundation models chameleon team arxiv code mode clip data experts via clustering cvpr 2024 project lead jiawei ma po yao huang saining xie shang wen li luke zettlemoyer shih fu chang wen tau yih hu xu arxiv code an introduction to vision language modeling florian bordes richard yuanzhe pang anurag ajay alexander c li adrien bardes suzanne petryk oscar mañas zhiqiu lin anas mahmoud bargav jayaraman mark ibrahim melissa hall yunyang xiong jonathan lebensold candace ross srihari jayakumar chuan guo diane bouchacourt haider al tahan karthik padthe vasu sharma hu xu xiaoqing ellen tan megan richards samuel lavoie pietro astolfi reyhane askari hemmat jun chen kushal tirumala rim assouel mazda moayeri arjang talattof kamalika chaudhuri zechun liu xilun chen quentin garrido karen ullrich aishwarya agrawal kate saenko asli celikyilmaz vikas chandra arxiv branch train mix mixing expert llms into a mixture of experts llm colm sainbayar sukhbaatar olga golovneva vasu sharma hu xu xi victoria lin baptiste rozière jacob kahn daniel li wen tau yih jason weston xian li arxiv 2023 cit curation in training for effective vision language data iccv 2023 hu xu saining xie po yao huang licheng yu russell howes gargi ghosh luke zettlemoyer christoph feichtenhofer paper code dinov2 learning robust visual features without supervision maxime oquab timothée darcet théo moutakanni huy vo marc szafraniec vasil khalidov pierre fernandez daniel haziza francisco massa alaaeldin el nouby mahmoud assran nicolas ballas wojciech galuba russell howes po yao huang shang wen li ishan misra michael rabbat vasu sharma gabriel synnaeve hu xu hervé jegou julien mairal patrick labatut armand joulin piotr bojanowski paper code mavil masked audio video learners neurips 2023 po yao huang vasu sharma hu xu chaitanya ryali haoqi fan yanghao li shang wen li gargi ghosh jitendra malik christoph feichtenhofer paper code diffusion models as masked autoencoders iccv 2023 chen wei karttikeya mangalam po yao huang yanghao li haoqi fan hu xu huiyu wang cihang xie alan yuille christoph feichtenhofer paper website 2022 adapting a language model while preserving its general knowledge emnlp 2022 zixuan ke yijia shao haowei lin hu xu lei shu and bing liu paper code continual training of language models for few shot learning emnlp 2022 zixuan ke haowei lin yijia shao hu xu lei shu and bing liu paper code masked autoencoders that listen neurips 2022 po yao huang hu xu juncheng li alexei baevski michael auli wojciech galuba florian metze christoph feichtenhofer paper code cm3 a causal masked multimodal model of the internet armen aghajanyan bernie huang candace ross vladimir karpukhin hu xu naman goyal dmytro okhonko mandar joshi gargi ghosh mike lewis luke zettlemoyer arxiv 2021 videoclip contrastive pre training for zero shot video text understanding emnlp 2021 hu xu gargi ghosh po yao huang dmytro okhonko armen aghajanyan florian metze luke zettlemoyer christoph feichtenhofer arxiv code htlm hyper text pre training and prompting of language models armen aghajanyan dmytro okhonko mike lewis mandar joshi hu xu gargi ghosh luke zettlemoyer arxiv vlm task agnostic video language model pre training for video understanding acl findings 2021 hu xu gargi ghosh po yao huang prahal arora masoumeh aminzadeh christoph feichtenhofer florian metze luke zettlemoyer arxiv code achieving forgetting prevention and knowledge transfer in continual learning neurips 2021 zixuan ke bing liu nianzu ma hu xu and lei shu code classic continual and contrastive learning of aspect sentiment classification tasks emnlp 2021 zixuan ke bing liu hu xu and lei shu code nuanced natural utterance annotation for nuanced conversation with estimated distributions emnlp findings 2021 zhiyu chen honglei liu hu xu seungwhan moon hao zhou bing liu arxiv code and data adapting bert for continual learning of a sequence of aspect sentiment classification tasks naacl 2021 zixuan ke hu xu and bing liu paper code 2020 understanding pre trained bert for aspect based sentiment analysis coling 2020 hu xu lei shu philip s yu bing liu arxiv code user memory reasoning for conversational recommendation coling 2020 hu xu seungwhan moon honglei liu bing liu pararth shah bing liu philip s yu arxiv dombert domain oriented language model for aspect based sentiment analysis emnlp findings 2020 hu xu bing liu lei shu philip s yu arxiv controllable text generation with focused variation emnlp findings 2020 lei shu alexandros papangelis yi chia wang gokhan tur hu xu zhaleh feizollahi bing liu piero molino arxiv 2019 open world learning and application to product classification the web conference www 2019 hu xu bing liu lei shu p yu arxiv code bert post training for review reading comprehension and aspect based sentiment analysis using bert for review based tasks 2019 annual conference of the north american chapter of the association for computational linguistics naacl 2019 hu xu bing liu lei shu philip s yu paper arxiv code dataset flexibly structured model for task oriented dialogues sigdial 2019 lei shu piero molino mahdi namazifar bing liu hu xu huaixiu zheng and gokhan tur paper code modeling multi action policy for task oriented dialogues 2019 conference on empirical methods in natural language processing emnlp 2019 lei shu hu xu bing liu and piero molino review conversational reading comprehension arxiv 1902 00821 hu xu bing liu lei shu and philip s yu paper 2018 double embeddings and cnn based sequence labeling for aspect extraction the 56th annual meeting of the association for computational linguistics acl 2018 this paper won yelp dataset challenge round 12 grand prize award hu xu bing liu lei shu philip s yu paper code domain embedding bib poster lifelong domain word embedding via meta learning international joint conference on artificial intelligence ijcai 2018 hu xu bing liu lei shu philip s yu arxiv code bib slides dual attention network for product compatibility and function satisfiability analysis aaai conference on artificial intelligence aaai 2018 this paper focuses on complementary aspect extraction and polarity classification from question answering pairs hu xu sihong xie lei shu philip s yu paper dataset bib slides incorporating the structure of the belief state in end to end task oriented dialogue systems neurips 2018 conversational ai workshop lei shu piero molino mahdi namazifar bing liu hu xu huaixiu zheng gokhan tur paper unseen class discovery in open world classification preprint arxiv 1801 05609 lei shu hu xu bing liu arxiv 2017 product function need recognition via semi supervised attention network ieee international conference on big data 2017 ieee bigdata 2017 hu xu sihong xie lei shu philip s yu paper dataset bib doc deep open classification of text documents 2017 conference on empirical methods in natural language processing emnlp 2017 lei shu hu xu bing liu paper bib code emnlp2017 www2019 lifelong learning crf for supervised aspect extraction the 55th annual meeting of the association for computational linguistics acl 2017 lei shu hu xu bing liu paper bib 2016 mining compatible incompatible entities from question and answering via yes no answer classification using distant label expansion arxiv preprint arxiv 1612 04499 hu xu lei shu jingyuan zhang philip s yu paper dataset bib cer complementary entity recognition via knowledge expansion on large unlabeled product reviews previous title sentence level extraction of complementary entities using large unlabeled product reviews ieee international conference on big data 2016 ieee bigdata 2016 hu xu sihong xie lei shu philip s yu paper slides data bib lifelong rl lifelong relaxation labeling for separating entities and aspects in opinion targets previous title separating entities and aspects in opinion targets using lifelong graph labeling 2016 conference on empirical methods in natural language processing emnlp 2016 lei shu bing liu hu xu and annice kim paper slides bib 2013 planning paths with fewer turns on grid maps aaai sixth annual symposium on combinatorial search hu xu lei shu may huang paper dataset bib high speed and accurate laser scan matching using classified features ieee international symposium on robotic and sensors environments rose 2013 lei shu hu xu may huang check ieee database bib 2011 accuracy analysis of power characterization and modeling convergence and hybrid information technology springer berlin heidelberg xiaolan bai hu xu and may huang check springer database service pc members acl 2020 emnlp 2020 2019 aacl 2020 aaai 2020 2019 ijcai 2018 2020 naacl 2019 coling 2020 www 2019 external reviewer acl 2019 aaai 2018 ieee dsaa 2016 journal reviewer tpami jair tkdd natural language engineering ieee transactions on affective computing transactions on asian and low resource language information processing award yelp dataset challenge grand prize award aaai scholarship presenter award university of illinois at chicago travel award ieee international conference on big data may 4th scholarship peking university talk google ai learning for open world host dr qi li 2019 facebook conversational ai summit host dr alborz geramifard 2019 amazon alexa ai learning for open world host dr young bum kim 2019 aaai 2018 dual attention network for product compatibility and function satisfiability analysis 2018 bigdata 2016 cer complementary entity recognition via knowledge expansion on large unlabeled product reviews 2016 socs 2013 planning paths with fewer turns on grid maps 2013 next publication copyright 2019 hu xu activebus gmail com please cite this website for 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