hunoutl/paperlists huggingface dataset:
Title: Stable Estimation of Heterogeneous Treatment Effects
Authors: Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Bo Li, Fei Wu
Affiliations: Department of Computer Science and Technology, Zhejiang University, China; Key Laboratory for Corneal Diseases Research of Zhejiang Province, Zhejiang University, China; Department of Computer Science and Technology, Zhejiang University, China; School of Economics and Management, Tsinghua University, Beijing, China; Department of Computer Science and Technology, Zhejiang University, China; Shanghai AI Laboratory, Shanghai, China; Shanghai Institute for Advanced Study of Zhejiang University, Shanghai, China; Department of Quantitative Theory and Methods, Emory University, Atlanta, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling
Authors: Arka Daw, Jie Bu, Sifan Wang, Paris Perdikaris, Anuj Karpatne
Affiliations: University of Pennsylvania, Philadelphia, Pennsylvania, USA; Department of Computer Science, Virginia Tech, Blacksburg, Virginia, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning
Authors: Yihao Sun, Jiaji Zhang, Chengxing Jia, Haoxin Lin, Junyin Ye, Yang Yu
Affiliations: National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China; Peng Cheng Laboratory, Shenzhen, 518055, China; National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China
Conference: icml 2023 (main track)
Decision: Poster
Title: GraphCleaner: Detecting Mislabelled Samples in Popular Graph Learning Benchmarks
Authors: Yuwen Li, Xiong Miao, Bryan Hooi
Affiliations: Institute of Data Science, National University of Singapore, Singapore; School of Computing, National University of Singapore, Singapore; Institute of Data Science, National University of Singapore, Singapore; School of Computing, National University of Singapore, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal
Authors: Yingdong Hu, Renhao Wang, Li Erran Li, Yang Gao
Affiliations: Tsinghua University, Shanghai Artificial Intelligence Laboratory, Shanghai Qi Zhi Institute; AWS AI, Amazon; Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference
Authors: Ayush Bharti, Masha Naslidnyk, Oscar Key, Samuel Kaski, François-Xavier Briol
Affiliations: Department of Computer Science, Aalto University, Espoo, Finland; Department of Statistical Science, University College London, London, United Kingdom
Conference: icml 2023 (main track)
Decision: Poster
Title: Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation
Authors: Jin-Hong Du, Pratik Patil, Arun Kumar Kuchibhotla
Affiliations: Department of Statistics and Data Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA; Department of Statistics, University of California, Berkeley, CA 94720, USA
Conference: icml 2023 (main track)
Decision: Oral
Title: Automated Search for Conjectures on Mathematical Constants using Analysis of Integer Sequences
Authors: Ofir Razon, Yoav Harris, Shahar Gottlieb, Dan Carmon, Ofir David, Ido Kaminer
Affiliations: StarkWare Industries, Netanya, Israel; Department of Electrical and Computer Engineering, Technion Israel institute of Technology, Haifa, Israel
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Training Instability of Shuffling SGD with Batch Normalization
Authors: David X. Wu, Chulhee Yun, Suvrit Sra
Affiliations: Department of EECS, LIDS, MIT, Cambridge, MA, USA; Kim Jaechul Graduate School of AI, KAIST, Seoul, Korea; Department of EECS, UC Berkeley, Berkeley, CA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Reliable Measures of Spread in High Dimensional Latent Spaces
Authors: Anna C. Marbut, Katy McKinney-Bock, Travis J. Wheeler
Affiliations: Department of Interdisciplinary Studies, University of Montana, Missoula, MT, USA; Department of Pharmacy Practice Science, University of Arizona, Tucson, AZ, USA; Appling LLC, Portland, OR, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems
Authors: Aaron Ferber, Taoan Huang, Daochen Zha, Martin Schubert, Benoit Steiner, Bistra Dilkina, Yuandong Tian
Affiliations: Anthropic; Rice University; Center for AI in Society, University of Southern California; Meta AI, FAIR
Conference: icml 2023 (main track)
Decision: Poster
Title: SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching
Authors: Liren Yu, Jiaming Xu, Xiaojun Lin
Affiliations: The Fuqua School of Business, Duke University, Durham, North Carolina, USA; Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems
Authors: Marc Finzi, Anudhyan Boral, Andrew Gordon Wilson, Fei Sha, Leonardo Zepeda-Núñez
Affiliations: Department of Computer Science, New York University; Google Research; Google Research, Department of Computer Science, New York University
Conference: icml 2023 (main track)
Decision: Poster
Title: Improving Adversarial Robustness of Deep Equilibrium Models with Explicit Regulations Along the Neural Dynamics
Authors: Zonghan Yang, Peng Li, Tianyu Pang, Yang Liu
Affiliations: Shanghai Artificial Intelligence Laboratory, Shanghai, China; Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China; Sea AI Lab, Singapore; Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals
Authors: Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty
Affiliations: Universit´e Bretagne Sud, LMBA; Universit´e Paris-Saclay, CNRS, LISN; Universit´e Bretagne Sud, IRISA; Universit´e de Rouen, LITIS; IMT Atlantique, Lab-STICC; Criteo AI Lab; Universit´e Paris-Saclay, Inria, CEA
Conference: icml 2023 (main track)
Decision: Poster
Title: Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization
Authors: Zi-Hao Qiu, Quanqi Hu, Zhuoning Yuan, Denny Zhou, Lijun Zhang, Tianbao Yang
Affiliations: Department of Computer Science, the University of Iowa, Iowa City, USA; Google Research, USA; Computer Science and Engineering, Texas A&M University, College Station, USA; National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: End-to-End Learning for Stochastic Optimization: A Bayesian Perspective
Authors: Yves Rychener, Daniel Kuhn, Tobias Sutter
Affiliations: Department of Computer and Information Science, University of Konstanz, Germany; Risk Analytics and Optimization Chair, Ecole Polytechnique Fédérale de Lausanne, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Strategic Classification with Unknown User Manipulations
Authors: Tosca Lechner, Ruth Urner, Shai Ben-David
Affiliations: Lassonde School of Engineering, EECS Department, York University, Toronto, Ontario, Canada; Vector Institute, Toronto, Ontario, Canada; Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference
Authors: Insung Kong, Dongyoon Yang, Jongjin Lee, Ilsang Ohn, Gyuseung Baek, Yongdai Kim
Affiliations: Department of Statistics, Inha University; Department of Statistics, Seoul National University; Obzen
Conference: icml 2023 (main track)
Decision: Poster
Title: Global optimality of Elman-type RNNs in the mean-field regime
Authors: Andrea Agazzi, Jianfeng Lu, Sayan Mukherjee
Affiliations: Department of Mathematics, University of Pisa, Pisa (IT); Department of Mathematics, Duke University, Durham, NC (USA); Department of Physics and Department of Chemistry, Duke University, Durham, NC (USA); Department of Statistical Science, Department of Computer Science, Department of Biostatistics & Bioinformatics, Duke University, Durham, NC; Center for Scalable Data Analytics and Artificial Intelligence, Universität Leipzig, Leipzig (DE); Max Planck Institute for Mathematics in the Sciences, Leipzig, DE
Conference: icml 2023 (main track)
Decision: Poster
Title: SurProGenes: Survival Risk-Ordered Representation of Cancer Patients and Genes for the Identification of Prognostic Genes
Authors: Junetae Kim, Kyoungsuk Park, Hanseok Jeong, Youngwook Kim, Jeongseon Kim, Sun-Young Kim
Affiliations: Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Republic of Korea; Department of Electrical and Computer Engineering, University of Seoul, Seoul, Republic of Korea; Department of Cancer AI & Digital Health, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Republic of Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Near-Optimal Quantum Coreset Construction Algorithms for Clustering
Authors: Yecheng Xue, Xiaoyu Chen, Tongyang Li, Shaofeng H.-C. Jiang
Affiliations: Center on Frontiers of Computing Studies, Peking University, Beijing, China; School of Electronics Engineering and Computer Science, Peking University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Training-Free Neural Active Learning with Initialization-Robustness Guarantees
Authors: Apivich Hemachandra, Zhongxiang Dai, Jasraj Singh, See-Kiong Ng, Bryan Kian Hsiang Low
Affiliations: School of Computer Science and Engineering, Nanyang Technological University, Republic of Singapore; Department of Computer Science, National University of Singapore, Republic of Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models
Authors: Qinglong Tian, Xin Zhang, Jiwei Zhao
Affiliations: Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, ON, Canada; Meta Inc., Menlo Park, CA, USA; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: CRISP: Curriculum based Sequential neural decoders for Polar code family
Authors: S. Ashwin Hebbar, Viraj Nadkarni, Ashok Vardhan Makkuva, Suma Bhat, Sewoong Oh, Pramod Viswanath
Affiliations: EPFL; Princeton University; University of Washington
Conference: icml 2023 (main track)
Decision: Poster
Title: Uncovering Adversarial Risks of Test-Time Adaptation
Authors: Tong Wu, Feiran Jia, Xiangyu Qi, Jiachen T. Wang, Vikash Sehwag, Saeed Mahloujifar, Prateek Mittal
Affiliations: Princeton University; Penn State University
Conference: icml 2023 (main track)
Decision: Poster
Title: Transformers Learn In-Context by Gradient Descent
Authors: Johannes von Oswald, Eyvind Niklasson, Ettore Randazzo, João Sacramento, Alexander Mordvintsev, Andrey Zhmoginov, Max Vladymyrov
Affiliations: Department of Computer Science, ETH Zurich, Zurich, Switzerland; Google Research
Conference: icml 2023 (main track)
Decision: Oral
Title: On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits
Authors: Weitong Zhang, Jiafan He, Zhiyuan Fan, Quanquan Gu
Affiliations: IIIS, Tsinghua University, Beijing, China; Department of Computer Science, University of California, Los Angeles, California, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Identifiability and Generalizability in Constrained Inverse Reinforcement Learning
Authors: Andreas Schlaginhaufen, Maryam Kamgarpour
Affiliations: SYCAMORE Lab, Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming
Authors: Huigen Ye, Hua Xu, Hongyan Wang, Chengming Wang, Yu Jiang
Affiliations: State Key Laboratory of Intelligent Technology and Systems, Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China; Beijing National Research Center for Information Science and Technology(BNRist), Beijing 100084, China; Meituan Inc., Block F&G, Wangjing International R&D Park, No.6 Wang Jing East Rd, Chaoyang District, Beijing, 100102, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Scalable Safe Policy Improvement via Monte Carlo Tree Search
Authors: Alberto Castellini, Federico Bianchi, Edoardo Zorzi, Thiago D. Simão, Alessandro Farinelli, Matthijs T. J. Spaan
Affiliations: Department of Computer Science, University of Verona, Verona, Italy; Department of Software Technology, Delft University of Technology, Delft, Netherlands; Department of Software Science, Radboud University, Nijmegen, Netherlands
Conference: icml 2023 (main track)
Decision: Poster
Title: Coder Reviewer Reranking for Code Generation
Authors: Tianyi Zhang*,  Tao Yu,  Tatsunori B. Hashimoto,  Mike Lewis,  Wen-tau Yih,  Daniel Fried,  Sida I. Wang
Affiliations: Stanford University; Carnegie Mellon University; The University of Hong Kong; Meta AI - FAIR
Conference: icml 2023 (main track)
Decision: Poster
Title: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation
Authors: Qianru Zhang, Chao Huang*, Lianghao Xia, Zheng Wang, Siuming Yiu, Ruihua Han
Affiliations: The University of Hong Kong, Hong Kong; Nanyang Technological University, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Human-Timescale Adaptation in an Open-Ended Task Space
Authors: Jakob Bauer, Kate Baumli, Feryal Behbahani, Avishkar Bhoopchand, Nathalie Bradley-Schmieg, Michael Chang, Natalie Clay, Adrian Collister, Vibhavari Dasagi, Lucy Gonzalez, Karol Gregor, Edward Hughes, Sheleem Kashem, Maria Loks-Thompson, Hannah Openshaw, Jack Parker-Holder, Shreya Pathak, Nicolas Perez-Nieves, Nemanja Rakicevic, Tim Rocktäschel, Yannick Schroecker, Satinder Singh, Jakub Sygnowski, Karl Tuyls, Sarah York, Alexander Zacherl, Lei Zhang
Affiliations: DeepMind
Conference: icml 2023 (main track)
Decision: Oral
Title: Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning
Authors: Antonio Sclocchi, Mario Geiger, Matthieu Wyart
Affiliations: Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA; Institute of Physics, Ecole Polytechnique Federale de Lausanne, Lausanne, 1015, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection
Authors: Marc Lafon, Elias Ramzi, Clément Rambour, Nicolas Thome
Affiliations: Cedric Laboratory, Cnam, Paris, France; Sorbonne Université, CNRS, ISIR, F-75005 Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Aligning Language Models with Preferences through $f$-divergence Minimization
Authors: Dongyoung Go, Tomasz Korbak, Germán Kruszewski, Jos Rozen, Nahyeon Ryu, Marc Dymetman
Affiliations: Independent Researcher; Naver Corp, Yonsei University; University of Sussex; Naver Labs Europe; Naver Corp
Conference: icml 2023 (main track)
Decision: Poster
Title: Polarity Is All You Need to Learn and Transfer Faster
Authors: Qingyang Wang, Michael A. Powell, Eric W. Bridgeford, Ali Geisa, Joshua T. Vogelstein
Affiliations: Center for Imaging Science, Johns Hopkins University, Baltimore MD US; Department of Biomedical Engineering, Johns Hopkins University, Baltimore MD US; Current location: United States Military Academy, Department of Mathematical Sciences, West Point NY US; Department of Neuroscience, Johns Hopkins University, Baltimore MD US; Department of Biomedical Engineering, Johns Hopkins University, Baltimore MD US; Department of Biostatistics, Johns Hopkins University, Baltimore MD US; Institute for Computational Medicine, Kavli Neuroscience Discovery Institute, Johns Hopkins University, Baltimore MD US; Department of Neuroscience, Johns Hopkins University, Baltimore MD US; Center for Imaging Science, Johns Hopkins University, Baltimore MD US; Department of Biomedical Engineering, Johns Hopkins University, Baltimore MD US
Conference: icml 2023 (main track)
Decision: Poster
Title: Conformalization of Sparse Generalized Linear Models
Authors: Etash Kumar Guha, Eugene Ndiaye, Xiaoming Huo
Affiliations: H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA; College of Computing, Georgia Institute of Technology, Atlanta, GA, USA; Apple (Work partly done while at Georgia Tech)
Conference: icml 2023 (main track)
Decision: Poster
Title: PWSHAP: A Path-Wise Explanation Model for Targeted Variables
Authors: Lucile Ter-Minassian, Oscar Clivio, Karla Diaz-Ordaz, Robin J. Evans, Chris Holmes
Affiliations: Department of Statistics, University of Oxford, Oxford, UK; The Alan Turing Institute, London, UK; Department of Statistical Science, University College London, London, UK; Department of Statistics, University of Oxford, Oxford, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: Which Invariance Should We Transfer? A Causal Minimax Learning Approach
Authors: Mingzhou Liu, Xiangyu Zheng, Xinwei Sun 0, Fang Fang, Yizhou Wang
Affiliations: Sch. of Psychological and Cognitive Sciences, Peking University; Dep. of Statistics, Guanghua Sch. of Management, Peking University; Sch. of Computer Science, Peking University; Center on Frontiers of Computing Studies, Peking University; Sch. of Computer Science, Peking University; Center on Frontiers of Computing Studies, Peking University; Inst. for Artiﬁcial Intelligence, Peking University; Sch. of Data Science, Fudan University
Conference: icml 2023 (main track)
Decision: Poster
Title: XTab: Cross-table Pretraining for Tabular Transformers
Authors: Bingzhao Zhu, Xingjian Shi, Nick Erickson, Mu Li, George Karypis, Mahsa Shoaran
Affiliations: Amazon Web Services, USA; Boson AI, USA; EPFL, Lausanne, Switzerland; Cornell University, Ithaca, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Generalization Bounds using Data-Dependent Fractal Dimensions
Authors: Benjamin Dupuis, George Deligiannidis, Umut Şimşekli
Affiliations: Inria, Ecole Normale Supérieure, Paris, France, PSL Research University, Paris, France; Department of Statistics, University of Oxford, Oxford, UK, The Alan Turing Institute, London, UK; Inria, Ecole Normale Supérieure, Paris, France, PSL Research University, Paris, France, CNRS
Conference: icml 2023 (main track)
Decision: Poster
Title: LegendreTron: Uprising Proper Multiclass Loss Learning
Authors: Kevin H. Lam, Christian Walder, Spiridon Penev, Richard Nock
Affiliations: School of Mathematics & Statistics, UNSW Sydney, Australia; Google Research, ANU College of Engineering, Computing and Cybernetics, The Australian National University, Australia; UNSW Data Science Hub (uDASH), UNSW Sydney, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: LipsNet: A Smooth and Robust Neural Network with Adaptive Lipschitz Constant for High Accuracy Optimal Control
Authors: Xujie Song, Jingliang Duan, Wenxuan Wang, Shengbo Eben Li, Chen Chen, Bo Cheng, Bo Zhang, Junqing Wei, Xiaoming Simon Wang
Affiliations: Didi Chuxing, Beijing, China; School of Vehicle and Mobility, Tsinghua University, Beijing, China; School of Mechanical Engineering, University of Science and Technology Beijing, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes
Authors: Shion Takeno, Masahiro Nomura, Masayuki Karasuyama
Affiliations: Nagoya Institute of Technology, Aichi, Japan; Nagoya Institute of Technology, Aichi, Japan; CyberAgent, Tokyo, Japan; RIKEN AIP, Tokyo, Japan; CyberAgent, Tokyo, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation
Authors: Huaishao Luo, Junwei Bao, Youzheng Wu, Xiaodong He, Tianrui Li
Affiliations: Southwest Jiaotong University, Chengdu, China; JD AI Research
Conference: icml 2023 (main track)
Decision: Poster
Title: Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy
Authors: Xiyao Wang, Wichayaporn Wongkamjan, Ruonan Jia, Furong Huang
Affiliations: Department of Computer Science, University of Maryland, College Park, MD 20742, USA; Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization
Authors: Ziyi Chen, Yi Zhou, Yingbin Liang, Zhaosong Lu
Affiliations: Department of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT, US; Department of Electrical and Computer Engineering, Ohio State University, Columbus, OH, US; Department of Industrial and Systems Engineering, University of Minnesota, Minneapolis, MN, US
Conference: icml 2023 (main track)
Decision: Poster
Title: Sampling-Based Accuracy Testing of Posterior Estimators for General Inference
Authors: Pablo Lemos, Adam Coogan, Yashar Hezaveh, Laurence Perreault-Levasseur
Affiliations: Mila – Quebec AI Institute, Montreal, Quebec, Canada; Universit ´e de Montr ´eal, Montreal, Quebec, Canada; CIELA Institute, Montreal, Quebec, Canada; Mila – Quebec AI Institute, Montreal, Quebec, Canada; Universit ´e de Montr ´eal, Montreal, Quebec, Canada; CIELA Institute, Montreal, Quebec, Canada; Flatiron Institute Center for Computational Mathematics, 162 5th Ave, 3rd floor, New York, NY 10010, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape
Authors: Yan Sun, Li Shen, Shixiang Chen, Liang Ding, Dacheng Tao
Affiliations: The University of Sydney, Institute of Engineering, Sydney NSW, Australia; JD Explore Academy, Beijing, China
Conference: icml 2023 (main track)
Decision: Oral
Title: Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search
Authors: Pierre-Alexandre Kamienny, Guillaume Lample, Sylvain Lamprier, Marco Virgolin
Affiliations: LERIA, Université d’Angers, France; Centrum Wiskunde & Informatica, the Netherlands; Meta AI, Paris, France; Meta AI, Paris, France; ISIR MLIA, Sorbonne Université, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Fractional Denoising for 3D Molecular Pre-training
Authors: Shikun Feng, Yuyan Ni, Yanyan Lan, Zhi-Ming Ma, Weiying Ma
Affiliations: Institute for AI Industry Research (AIR), Tsinghua University; Academy of Mathematics and Systems Science, Chinese Academy of Sciences
Conference: icml 2023 (main track)
Decision: Poster
Title: SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference
Authors: Ran Ran, Xinwei Luo, Wei Wang, Tao Liu, Gang Quan, Xiaolin Xu, Caiwen Ding, Wujie Wen
Affiliations: Dept. of Electrical and Computer Engineering, Northeastern University; Dept. of Electrical and Computer Engineering, Florida International University; Anonym, Inc.; Dept. of Computer Science and Engineering, University of Connecticut; Dept. of Electrical and Computer Engineering, Lehigh University; Dept. of Mathematics and Computer Science, Lawrence Technological University
Conference: icml 2023 (main track)
Decision: Poster
Title: Generative Graph Dictionary Learning
Authors: Zhichen Zeng, Ruike Zhu, Yinglong Xia, Hanqing Zeng, Hanghang Tong
Affiliations: Meta, CA, USA; Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL, USA
Conference: icml 2023 (main track)
Decision: Poster