Xiaoyan li

Iron-Catalyzed Asymmetric Decarboxylative Azidation Kaikai Wang, Yajun Li, Xiaoyan Li, Daliang Li,* and Hongli Bao* Org. Lett. 2021, 23, 8847-8851. 76. Barbier-Type Nitro/Nitroso Addition Polymerization as a Versatile Approach for Molecular Design of Polyarylamines through C-N Bond Formation.

Xiaoyan li. Others named Xiaoyan Li in United States. Xiaoyan Li Ph.D Candidate at Cornell University Tompkins County, NY. XIAOYAN LI San Francisco Bay Area. Xiaoyan Li Boston, MA. Jessica Xiaoyan Li ...

Xiaoyan Li's 10 research works with 124 citations and 213 reads, including: UBE2C is involved in the functions of ECRG4 on esophageal squamous cell carcinoma.

View Xiaoyan Li’s professional profile on LinkedIn. LinkedIn is the world’s largest business network, helping professionals like Xiaoyan Li discover inside connections to recommended job ...FIGURE 1. Rapid decline of revised ALSFRS‐R in two amyotrophic lateral sclerosis patients post-COVID‐19 infection. A, Slow decline of ALSFRS‐R in patient 1, which plateaued from January 2019 to September 2020, but declined rapidly after COVID‐19 infection. B, Stable ALSFRS‐R between 2013 and 2019 in patient 2, followed by a rapid ...Dr. Xiaoyan Li, MD is a neurology specialist in Durham, NC. She currently practices at Practice and is affiliated with Duke University Hospital. She accepts multiple insurance plans. Dr. Li is board certified in Neurology. The FT-IR spectra of the MWCNTs, uncalcined 4PPy-MWCNT, pyrolyzed 4PPy-MWCNT and AuCl 3 /4PPy-MWCNT catalysts are shown in Fig. 2.Compared to MWCNT, uncalcined 4PPy-MWCNT showed characteristic peaks at 1525, 1166, and 1032 cm −1, which were assigned to the fundamental vibration of the PPy pyrrole ring, the C C stretching vibration, and the C H in-plane vibration, respectively [16], [17].Rating: 9/10 From its opening with a few establishing shots of Easttown, Pennsylvania, the new HBO limited series Mare of Easttown tries to convey the provincialism of this story. Jean Smart (Watchmen) plays Mare’s mother, Helen. Angourie R...

Xiaoyan Li is a full professor in the Department of Engineering Mechanics. His current research interests focus on deformation and fracture of nanostructured materials (including nanocrystalline and nanotwinned materials, low-dimensional materials), energy storage materials and mechanical metamaterials; fabrication and design of mechanical metamaterials and high entropy alloys based on the mech...Xiaoyan Li Tsinghua University | TH · Department of Engineering Mechanics Doctor of Philosophy Connect with experts in your field Join ResearchGate to contact this researcher and connect with...Mobile Navigation Trigger. Home Main Menu Mobile Navigation Trigger Reverse. About Us. Facts & Figures. Who Was A. James Clark? 2020 Strategic PlanA empresa Xiaoyan Li Ltda, aberta em 19/07/2019, é uma FILIAL do tipo Sociedade Empresária Limitada que está situada em Mogi Guaçu – SP.In article number 1902842, Xiaoyan Li and co-workers summarize the recent advances in design, fabrication and mechanics of 3D micro-/nano-lattices, which is one new type of architected material with minimum characteristic sizes ranging from several micrometers to hundreds of nanometers. Taking advantage of the topological design, structural ...

Dr. Xiaohuan Li is a board-certified internal medicine physician. She received her doctoral degree from the medical school of Wuhan University, China, then spent several years in cardiovascular related research at the University of Minnesota. She completed her residency training at Montefiore Mount Vernon Hospital, Albert Einstein Medical ...Yuming Chen, Ziqiang Wang, Xiaoyan Li, Xiahui Yao, Chao Wang, Weijiang Xue, So Yeon Kim, Fei Yang & Ju Li. College of Environmental Science and Engineering, Fujian Normal University, Fuzhou, China ...Xiaoyan Li's 5 research works with 34 citations and 1,118 reads, including: Microstructure, Tensile properties and rollability of V-5(Al-5Ti-1B) alloys for hydrogen separationXiaoyan Li via Scopus - Elsevier. Atomistic simulations of the tensile ... Contributors: Zhong, L.; Gao, H.; Li, X. Show more detail. Source: Xiaoyan Li via ...View Xiaoyan Li's profile on LinkedIn, the world's largest professional community. Xiaoyan has 5 jobs listed on their profile. See the complete profile on LinkedIn and discover Xiaoyan's ...

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Hongling Zhao, Na Li and Xiaoyan Cui contributed equally to the project and are considered as co-first authors. Notes Hui Xiong, Hebei Province Key Laboratory of Study and Exploitation of Chinese Medicine, Chengde Medical University, Chengde, Hebei 067000, China.Xinru LI | Cited by 1,547 | of Columbia University, NY (CU) | Read 23 publications | Contact Xinru LI Download a PDF of the paper titled CPGNet: Cascade Point-Grid Fusion Network for Real-Time LiDAR Semantic Segmentation, by Xiaoyan Li and 3 other authors Download PDF Abstract: LiDAR semantic segmentation essential for advanced autonomous driving is required to be accurate, fast, and easy-deployed on mobile platforms.Qian Zhang 1 , Ruirui Huang 1 , Xuan Zhang 1 , Tangqing Cao 2 , Yunfei Xue 2 , Xiaoyan Li 1 Affiliations 1 Center for Advanced Mechanics and Materials, Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China.Contributors: Xiaoyan Li; Min Gao; Yongfu He; Bo Xiong; Honglin Liu; Ling Gu Show more detail. Source: check_circle. Crossref HDAC3 promotes meiotic apparatus assembly in mouse oocytes via modulating tubulin acetylation. Development 2017-01-01 | Journal article DOI: 10.1242/dev.153353 ...Erping Long, Haotian Lin, Zhenzhen Liu, Xiaohang Wu, Zhuoling Lin, Xiaoyan Li, Jingjing Chen, Jing Li, Qianzhong Cao, Dongni Wang, Weirong Chen & Yizhi Liu School of Computer Science and ...

Li Xiaoyan We consider the total energy decay together with L 2-bound of the solution itself of the Cauchy problem for wave equations with a localized damping and a short-range potential. We treat ...Xiaoyan Li. Heavy metal concentrations (Al, V, Mn, Fe, Co, Ni, Cu, Zn, and Pb) and the magnetic properties of soil and sediment samples in/around an electrolytic manganese metal (EMM) industrial ...Achieving the theoretical limit of strength in shell-based carbon nanolattices. Yujia Wang, Xuan Zhang, Zihe Li, +1, and Xiaoyan Li Authors Info & Affiliations. Edited by John Hutchinson, Harvard University, Cambridge, MA; received October 26, 2021; accepted July 8, 2022.Zhang T, Qiu F, Li J (2016) Design and synthesis of core-shell structured meso-Cu-SSZ-13@mesoporous aluminosilicate catalyst for SCR of NO x with NH 3 ... Yulong Shan, Yu Sun, Xiaoyan Shi, Yunbo Yu & Hong He. Center for Excellence in Regional Atmospheric Environment, Institute of Urban Environment, Chinese Academy …Loop is the open research network that increases the discoverability and impact of researchers and their work. Loop enables you to stay up-to-date with the latest discoveries and news, connect with researchers and form new collaborations.Derek Weycker, 1 Xiaoyan Li, 2 Gail DeVecchis Wygant, 2 Theodore Lee, 3 Melissa Hamilton, 2 Xuemei Luo, 4 Lien Vo, 2 Jack Mardekian, 3 Xianying Pan, 5 Leah Burns, 2 Mark Atwood, 1 Ahuva Hanau, 1 and Alexander T. Cohen 6 Author ... Li X S, Deitelzweig S, Keshishian A et al. Effectiveness and safety of apixaban versus warfarin in non-valvular ...Jan 2023. Xiaoyan Li. Jiazhu Pan. Anchao Song. We establish the geometric ergodicity for general stochastic functional autoregressive (linear and nonlinear) models with heavy‐tailed errors. The ...In article number 1902842, Xiaoyan Li and co-workers summarize the recent advances in design, fabrication and mechanics of 3D micro-/nano-lattices, which is one new type of architected material with minimum characteristic sizes ranging from several micrometers to hundreds of nanometers.Taking advantage of the topological design, structural optimization and size effects of nanomaterials ...Li, Yin and Hu, Jiahui and Zou, Yubin and Lin, Lin and Liang, Hebin and Lei, Huaxin and Li, Bing and Xiaoyan, Li, Catalytic Activity Enhancement by P and S Co-Doping of a Single-Atom Fe Catalyst for Peroxymonosulfate-Based Oxidation.I am currently a Ph.D. student in the Department of Computer Science at the University of Saskatchewan. My research interest is incorporating machine learning methods, big data sources (e.g. surveillance data, social media data, wearable data, etc) and system dynamics modeling to solve problems in the public health area. Also, I am researching on incorporating Homomorphic Encryption in ...Dec 24, 2021 · Qingqiong Luo 1 , Xiaoyan Li 1 , Guifang Gan 1 , Meng Yang 1 , Xu Chen 1 , Fuxiang Chen 1 Affiliation 1 Department of Clinical Immunology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. Jianqin Wan 1 2 , Lulu Ren 1 , Xiaoyan Li 1 3 , Shasha He 4 , Yang Fu 5 , Peirong Xu 1 3 , Fanchao Meng 1 , Shiyun Xian 1 , Kanyi Pu 4 , Hangxiang Wang 1 2 Affiliations 1 The First Affiliated Hospital, National Health Commission (NHC) Key Laboratory of Combined Multi-Organ Transplantation, Zhejiang University School of Medicine, …

Loop is the open research network that increases the discoverability and impact of researchers and their work. Loop enables you to stay up-to-date with the latest discoveries and news, connect with researchers and form new collaborations.

XIAOYAN LI Software Engineer at Lyft San Francisco Bay Area. 298 followers 291 connectionsXiaoyan Li, CPA is an IRS registered tax preparer in Aiea, Hawaii. Xiaoyan Li is associated with Hili Accounting Services Llc. If you are a taxpayer or a small business owner and looking for some assistance in tax filing preparation then Xiaoyan Li can be of assistance to you. You can contact Xiaoyan Li at 98 820 Moanalua Rd I5 102, Aiea, HI or ...Xiaoyan Li is a full professor in the Department of Engineering Mechanics. His current research interests focus on deformation and fracture of nanostructured materials (including nanocrystalline and nanotwinned materials, low-dimensional materials), energy storage materials and mechanical metamaterials; fabrication and design of mechanical metamaterials and high entropy alloys based on the mech...View Xiaoyan Li's profile on LinkedIn, the world's largest professional community. Xiaoyan has 4 jobs listed on their profile. See the complete profile on LinkedIn and discover Xiaoyan's connections and jobs at similar companies.Effective spatial separation and utilization of photogenerated charges are critical for photocatalysis process. Herein, novel Co 3 O 4 @TiO 2 @CdS@Au double-shelled nanocage (CTCA) with spatially separated redox centers was synthesized by loading Co 3 O 4 and Au NP cocatalysts on the inner and outer surfaces of Z-scheme heterojunction (TiO 2 @CdS). The reduction rate constant of U(VI) by CTCA ...Welcome to Xiaoyang Li's homepage, I'm a Finance Assistant Professor (Research) at the Hong Kong Polytechnic University (PolyU). My research interests include Financial Technology (FinTech), banking and corporate finance. My research has been published in Information Systems Research, The Journal of Corporate Finance, Finance Research Letters ...How can we estimate the pressure and temperature of magmatic systems using biotite minerals? This study presents a novel machine learning thermobarometer that can accurately predict these parameters from biotite and melt compositions. The thermobarometer is based on various algorithms and a comprehensive experimental data set. Learn more about this innovative method and its applications in ...

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Xincheng Lei. Suting Weng. Xiulin Fan. Conventional LiPF 6 /carbonate electrolyte with poor oxidative stability and reactive decomposition products (HF, PF 5 , POF 3 , etc.) dictates less-stable ...Bibkey: wang-etal-2016-attention. Cite (ACL): Yequan Wang, Minlie Huang, Xiaoyan Zhu, and Li Zhao. 2016. Attention-based LSTM for Aspect-level Sentiment Classification. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, pages 606-615, Austin, Texas. Association for Computational Linguistics.Xiaoyan Li 1 , Richard Bedlack 1 Affiliation 1 Duke ALS Clinic, Department of Neurology, Duke University School of Medicine, Durham, North Carolina, USA. PMID: 34131925 PMCID: PMC8441768 DOI: 10.1002/mus.27351 No abstract available. Publication types Case Reports ...Xiao-Yan LI, Professor (Full) | Cited by 5,752 | of Beijing Normal University, Beijing (bnu) | Read 168 publications | Contact Xiao-Yan LIYiran Liang, Xiaojin Song, Yaming Li, Bing Chen, Wenjing Zhao, Lijuan Wang, Hanwen Zhang, Ying Liu, Dianwen Han, Ning Zhang, Yajie Wang, Fangzhou Ye, Dan Luo, Xiaoyan Li and Qifeng Yang agree to this retraction. Tingting Ma has not responded to any correspondence from the editor or publisher about this retraction.Mar 1, 2010 · A Developmental Study of the Narrative Components and Patterns of Chinese Children Aged 3–6 Years. ORCID record for Xiaoyan Li. ORCID provides an identifier for individuals to use with their name as they engage in research, scholarship, and innovation activities. Jul 8, 2023 · Senior Director at Relay Therapeutics. Xiaoyan Li is a Senior Director at Relay Therapeutics based in Cambridge, Massachusetts. Previously, Xiaoyan was a Senior Director, Head of Clinic al Pharmacology at Deciphera and also held positions at Massachusetts General Hospital, University of Georgia, HD Biosciences, Egret Pharma. Chiyu Li, Xuanming Liu, Xiaonan Qiang, Xiaoyan Li, Xiushan Li, Sirui Zhu, Long Wang, Yuan Wang, Hongdong Liao, Sheng Luan, Feng Yu; Affiliations ….

Fangtao Li||Minlie Huang||Xiaoyan Zhu Sentiment Analysis with Global Topics and Local Dependency Proceedings of the AAAI Conference on Artificial Intelligence, 24 . Fangtao Li||Minlie Huang||Xiaoyan Zhu Sentiment Analysis with Global Topics and Local Dependency ,.The presence of antibiotics can exert significant selection pressure on the emergence and spread of antibiotic resistance genes (ARGs) and antibiotic resistant bacteria (ARB). However, co-selection effects for ARGs, the mobility of ARGs and the identification of ARG hosts under high antibiotic selec …Xiaoyan Li. Professor, Department of Engineering Mechanics, Tsinghua University. Verified email at tsinghua.edu.cn. Solid Mechanics Deformation and Failure of Materials …Contributors: Xiang‐Xiang Ma; Song Liu; Xiaoyan Li; Xiao‐Wen Zhao Show more detail. Source: check_circle. Crossref Containment control for fractional‐order multi‐agent systems with mixed time delays. Mathematical Methods in the Applied Sciences 2023-02 | Journal ...Assistant Research Professor. Fischell Department of Bioengineering. [email protected]. (312) 925-5622.Liked by Xiaoyan (Joy) Li. Experience First Solar 5 years 1 month Scientist - Data and Modeler II First Solar Oct 2020 - Present 2 years 10 months. Perrysburg, Ohio, United States ...Xiaoyan Li, MD, PhD earned degrees of a Doctor of Medicine and Doctor of Philosophy. Licenses. Xiaoyan Li, MD, PhD has been registered with the National Provider Identifier database since April 14, 2015, and her NPI number is 1073909255. Book an Appointment. To schedule an appointment with Dr. Xiaoyan Li, please call (919) 684-8111.C Cao, X Li, X Li, C Zeng, X Zhou. Journal of Empirical Finance 64, 295-316, 2021. 18 * 2021: Workers, unions, and takeovers. X Li. Journal of Labor Research 33, 443-460, 2012. 18: 2012: The complicit role of local government authorities in corporate bribery: Evidence from a tax collection reform in China. Xiaoyan li, Particle filtering is a modern state inference and identification methodology that allows filtering of general non-Gaussian and non-linear models in light of time series of empirical observations. Several previous lines of research have demonstrated the capacity to effectively apply particle filtering to low-dimensional compartmental transmission …, Dive into the research topics where Xiaoyan Li is active. These topic labels come from the works of this person. Together they form a unique fingerprint. 1 Similar Profiles. Language Model Business & Economics. 100%. Novelty Business & Economics. 88%. Query Business & Economics., Xiaoyan Li via Scopus - Elsevier. Atomistic simulations of the tensile ... Contributors: Zhong, L.; Gao, H.; Li, X. Show more detail. Source: Xiaoyan Li via ..., Xinru LI | Cited by 1,547 | of Columbia University, NY (CU) | Read 23 publications | Contact Xinru LI, At 4 he started practicing, and at 10 he achieved the 9th stage Dou Zhi Li. At 11 he broke the 10th stage Dou Zhi Li barrier and condensed his Dou Zhi Qi Zu successfully. He became the youngest Dou Zhe in the clan since the past 100 years. He was reborn into the Xiao Family. On his finger was a black ring of simple design., N104 12:00-1:00 Xiaoyan Li. Office Hours Zoom 10:00-12:00 Christopher Moretti. The best way to get a spot in the precept of your choice is to regularly check the registrar's Course Offerings page and/or the listings on TigerHub. In our experience, more than a quarter of the total class enrollment changes precepts during shopping period., Shanghai Jiao Tong University. Oct 2018 - Present5 years 1 month. 800 Dongchuan Road, Shanghai 200240, China., Xiaoyan LI, PhD Student | Cited by 10 | of Michigan State University, MI (MSU) | Read 4 publications | Contact Xiaoyan LI, Li Xiaoyan. 3 likes · 3 talking about this. 950827 17y 핂핐핍핊 資訊₂₀₁ IG:suzhexian88 TikTok: suzhexian888 可以關注我抖音喔 ..., Please feel free to view my portfolio at www.xiaoyan434.wordpress.com. | Learn more about Xiaoyan Li's work experience, education, connections & more by visiting their profile on LinkedIn., Shiliang Ai, 1 Chen Li, 1 Xiaoyan Li, 2 Tao Jiang, 3 Marcin Grzegorzek, 4 Changhao Sun, 1 , 4 , 5 Md Mamunur Rahaman, 1 Jinghua Zhang, 1 , 4 Yudong Yao, 6 and Hong Li 1 Shiliang Ai 1 Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China, LI, X.Y. Chair Professor (Water and Environmental Engineering) Email: [email protected] Tel: +852 28592659 Office: HW 6-01 LOURENÇO, S.D.N. Associate Professor (Geotechnical Engineering) Email: [email protected] Tel: +852 39172672 Office: HW 6-21 PAN, W. ..., View Xiaoyan’s full profile. Highly motivated with over 6 years of working experience in applying data science in fraud risk management and managing fraud risk team in Credit Card, Debit Card ... , At 4 he started practicing, and at 10 he achieved the 9th stage Dou Zhi Li. At 11 he broke the 10th stage Dou Zhi Li barrier and condensed his Dou Zhi Qi Zu successfully. He became the youngest Dou Zhe in the clan since the past 100 years. He was reborn into the Xiao Family. On his finger was a black ring of simple design., Mar 15, 2022 · Zhimin Dong, Cheng Meng, Zifan Li, Dongling Zeng, Yingcai Wang, Zhongping Cheng, Xiaohong Cao, Qiang Ren, Youqun Wang, Xiaoyan Li, Zhibin Zhang, Yunhai Liu. Novel Co3O4@TiO2@CdS@Au double-shelled nanocage for high-efficient photocatalysis removal of U(VI): Roles of spatial charges separation and photothermal effect. , The recent discovery of magnetism in atomically thin layers of van der Waals (vdW) crystals has created new opportunities for exploring magnetic phenomena in the two-dimensional (2D) limit. In most 2D magnets studied to date, the c-axis is an easy axis, so that at zero applied field the polarization of each layer is perpendicular to the plane. Here, we demonstrate that atomically …, Yao-Jian Liang 1 , Linjing Wang 1 , Yuren Wen 2 , Baoyuan Cheng 1 , Qinli Wu 3 , Tangqing Cao 1 , Qian Xiao 1 , Yunfei Xue 4 , Gang Sha 3 , Yandong Wang 5 , Yang Ren 6 , Xiaoyan Li 7 , Lu Wang 1 , Fuchi Wang 8 , Hongnian Cai 1, no code implementations • ACL (RepL4NLP) 2021 • Xiaoyan Li, Sun Sun, Yunli Wang We propose a novel text style transfer algorithm with entangled latent representation, and introduce a style classifier that can regulate the latent structure and transfer style., Xiaoyan Li's 85 research works with 1,416 citations and 3,860 reads, including: Growth kinetics and mechanical properties of the Cu20Sn6 phase transited from the full Cu3Sn joint during high ..., Weakly Supervised Object Detection with Segmentation Collaboration. Xiaoyan Li, Meina Kan, Shiguang Shan, Xilin Chen. Weakly supervised object detection aims at learning precise object detectors, given image category labels. In recent prevailing works, this problem is generally formulated as a multiple instance learning module guided by an ..., Li, X., 2021, In: Theory and Practice of Second Language Acquisition. 7, 2, p. 155-175 21 p. Research output : Contribution to journal › Article › peer-review Open Access, Xiaoyan Li currently works at the Department of Biological Science and Technology, Nanjing University. Xiaoyan does research in Cell Biology, Molecular Biology and Cancer Research. Their current ..., The Indian summer monsoon (ISM), as an important component of the global monsoon system, is driven by cross-equatorial pressure gradient (XEPG) between the Indian low over the Asian continent and the Mascarene high in the southern Indian Ocean ( Fig. 1A) ( 1, 2 ). This is a uniquely coupled, bi-hemispheric system; nowhere else …, Xiaoyan Li; This paper aims to interpret the concept of teacher learning from the perspective of Adult Learning Theory.Specifically,drawing on andragogy,theory of margin,proficiency theory ..., Liked by Joanne (Xiaoyan) Li. What a journey it has been. Grateful to have done it with so many wonderfully dedicated people. 😉👍🏼♥️. Liked by Joanne (Xiaoyan) Li. The Azura team is ..., Xiaoyan LI STEM platform manager in LPS CNRS, in charge of two advanced scanning transmission electron microscopes, NION Cs-corrected USTEM200 and NION monochromated Cs-corrected ChromaTEM, Jul 27, 2021 · Hao Ding 1 2 3 , Linda Xiaoyan Li 1 2 , Peter C Harris 1 2 , Junwei Yang 3 , Xiaogang Li 4 5 Affiliations 1 Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA. , Fangfang Cui, Zhijun Xu, Ruiqing Chu, Guorong Li. Article 154692. View PDF. Article preview. Previous vol/issue. Next vol/issue. Read the latest articles of Journal of Alloys and Compounds at ScienceDirect.com, Elsevier's leading platform of peer-reviewed scholarly literature., View Xiaoyan Li’s profile on LinkedIn, the world’s largest professional community. Xiaoyan has 6 jobs listed on their profile. See the complete profile on LinkedIn and discover Xiaoyan’s ..., Oct 2020. Jianfeng Xu. Li Xiaoyan. Ling Long. Ru Liu. In this work, a novel waterborne hyper-branched polyacrylate (HBPA) dispersed organo-montmorillonite (OMMT) emulsion was synthesized and used ..., China’s goal is to increase forest cover to 26% by 2050 through the largest tree-planting programs over the world (Wang, Innes, Lei, Dai, & Wu, 2007 ). The six key forestry programs cover more than 97% of China’s counties and target 76 million hectares of …, Linda Xiaoyan Li's 15 research works with 297 citations and 1,853 reads, including: Single-Cell and CellChat Resolution Identifies Collecting Duct Cell Subsets and Their Communications with ..., Xiaoyan Hu #, Ling-Xiao Zhang #, Lin Gao, Weiwei Dai, Xiaoguang Han, Yu-Kun Lai, Yiqiang Chen IEEE Transactions on Medical Imaging (IEEE TMI), To Apprear ... Li Wang, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Jintao Li, Lin Gao The Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS), 2022