hunoutl/paperlists huggingface dataset:
Title: Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions
Authors: Niclas Boehmer, L. Elisa Celis, Lingxiao Huang, Anay Mehrotra, Nisheeth K. Vishnoi
Affiliations: TU Berlin; Yale University; State Key Laboratory of Novel Software Technology, Nanjing University, Nanjing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes
Authors: Chenbo Jiang, Jie Yang, Shwai He, Yu-Kun Lai, Lin Gao
Affiliations: University of Maryland, College Park; University of Chinese Academy of Sciences; Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology, Chinese Academy of Sciences; Cardiff University
Conference: icml 2023 (main track)
Decision: Poster
Title: Which is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise?
Authors: Yu Yao, Mingming Gong, Yuxuan Du, Jun Yu, Bo Han, Kun Zhang, Tongliang Liu
Affiliations: 1Department of Machine Learning, Mohamed bin Zayed University of Artificial Intelligence, United Arab Emirates; 5Department of Automation, University of Science and Technology of China, People’s Republic of China; 3School of Mathematics and Statistics, The University of Melbourne, Australia; 4JD Explore Academy, People’s Republic of China; 7School of Computer Science, Faculty of Engineering, The University of Sydney, Australia; 6Department of Computer Science, Faculty of Science, Hong Kong Baptist University, People’s Republic of China
Conference: icml 2023 (main track)
Decision: Poster
Title: On Uni-Modal Feature Learning in Supervised Multi-Modal Learning
Authors: Chenzhuang Du, Jiaye Teng, Tingle Li, Yichen Liu, Tianyuan Yuan, Yue Wang, Yang Yuan, Hang Zhao
Affiliations: Massachusetts Institute of Technology; IIIS, Tsinghua University; University of California, Berkeley
Conference: icml 2023 (main track)
Decision: Poster
Title: Machine Learning Force Fields with Data Cost Aware Training
Authors: Alexander Bukharin, Tianyi Liu, Shengjie Wang, Simiao Zuo, Weihao Gao, Wen Yan, Tuo Zhao
Affiliations: Department of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, USA; ByteDance Inc, Seattle, USA; Department of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, USA; ByteDance Inc, Seattle, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: FAENet: Frame Averaging Equivariant GNN for Materials Modeling
Authors: Alexandre Duval, Victor Schmidt, Alex Hernandez Garcia, Santiago Miret, Fragkiskos D. Malliaros, Yoshua Bengio, David Rolnick
Affiliations: Intel Labs; McGill University; Université Paris-Saclay, CentraleSupélec, Inria; Université de Montréal; Mila – Quebec AI Institute
Conference: icml 2023 (main track)
Decision: Poster
Title: Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
Authors: Yu Chen, Wei Deng, Shikai Fang, Fengpei Li, Nicole Tianjiao Yang, Yikai Zhang, Kashif Rasul, Shandian Zhe, Anderson Schneider, Yuriy Nevmyvaka
Affiliations: School of Computing, University of Utah; Machine Learning Research, Morgan Stanley, NY; Department of Mathematics, Emory University; School of Computing, University of Utah (Fang completed part of the work while interning at Morgan Stanley)
Conference: icml 2023 (main track)
Decision: Poster
Title: BPipe: Memory-Balanced Pipeline Parallelism for Training Large Language Models
Authors: Taebum Kim, Hyoungjoo Kim, Gyeong-In Yu, Byung-Gon Chun
Affiliations: 1FriendliAI Inc., Seoul, Korea, 2Department of Computer Science and Engineering, Seoul National University, Seoul, Korea
Conference: icml 2023 (main track)
Decision: Oral
Title: Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions
Authors: Nicolas Chopin, Andras Fulop, Jeremy Heng, Alexandre H. Thiery
Affiliations: ESSEC Business School, Paris and Singapore; Institut Polytechnique de Paris, ENSAE Paris, Paris, France; Department of Statistics and Data Science, National University of Singapore, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks
Authors: Feng Ji, See Hian Lee, Hanyang Meng, Kai Zhao, Jielong Yang, Wee Peng Tay
Affiliations: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore; School of Internet of Things Engineering, Jiangnan University, Wuxi, Jiangsu, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Graph Inductive Biases in Transformers without Message Passing
Authors: Liheng Ma, Chen Lin, Derek Lim, Adriana Romero-Soriano, Puneet K. Dokania, Mark Coates, Philip H.S. Torr, Ser-Nam Lim
Affiliations: CSAIL, Massachusetts Institute of Technology; McGill University; MetaAI; International Laboratory on Learning Systems (ILLS); Department of Engineering Science, University of Oxford
Conference: icml 2023 (main track)
Decision: Poster
Title: Regularizing Towards Soft Equivariance Under Mixed Symmetries
Authors: Hyunsu Kim, Hyungi Lee, Hongseok Yang, Juho Lee
Affiliations: AITRICS, Seoul, South Korea; School of Computing, KAIST, Daejeon, South Korea; Kim Jaechul Graduate School of AI, KAIST, Daejeon, South Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: A Conditional Normalizing Flow for Accelerated Multi-Coil MR Imaging
Authors: Jeffrey Wen, Rizwan Ahmad, Philip Schniter
Affiliations: Dept. of BME, The Ohio State University, Columbus, OH 43210, USA.; Dept. of ECE, The Ohio State University, Columbus, OH 43210, USA.
Conference: icml 2023 (main track)
Decision: Poster
Title: Mixing Predictions for Online Metric Algorithms
Authors: Antonios Antoniadis, Christian Coester, Marek Eliáš, Adam Polak, Bertrand Simon
Affiliations: Max Planck Institute for Informatics, Saarbrücken, Germany; Bocconi University, Milan, Italy; University of Oxford, Oxford, United Kingdom; CNRS / IN2P3 Computing Center, Villeurbanne, France; University of Twente, The Netherlands
Conference: icml 2023 (main track)
Decision: Poster
Title: Anchor Sampling for Federated Learning with Partial Client Participation
Authors: Feijie Wu, Song Guo, Zhihao Qu, Shiqi He, Ziming Liu, Jing Gao
Affiliations: The University of British Columbia, Vancouver, Canada; Hohai University, Nanjing, China; Purdue University, West Lafayette, IN, USA; The Hong Kong Polytechnic University, Hong Kong
Conference: icml 2023 (main track)
Decision: Poster
Title: Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning
Authors: Yanbo Dai, Songze Li
Affiliations: IoT Thrust, Information Hub, Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China; Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong SAR, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Simple Hardware-Efficient Long Convolutions for Sequence Modeling
Authors: Daniel Y. Fu, Elliot L. Epstein, Eric Nguyen, Armin W. Thomas, Michael Zhang, Tri Dao, Atri Rudra, Christopher Ré
Affiliations: Department of Psychology, Stanford University, Stanford, CA, USA; Department of Computer Science, Stanford University, Stanford, CA, USA; Institute of Computational and Mathematical Engineering, Stanford University, Stanford, CA, USA; Department of Bioengineering, Stanford University, Stanford, CA, USA; Department of Computer Science and Engineering, University at Buffalo, Buffalo, NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Revisiting Discriminative vs. Generative Classifiers: Theory and Implications
Authors: Chenyu Zheng, Guoqiang Wu, Fan Bao, Yue Cao, Chongxuan Li, Jun Zhu
Affiliations: Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua-Huawei Joint Center for AI, BNRist Center, THBI Lab, Tsinghua University; School of Software, Shandong University; Gaoling School of AI, Renmin University of China; Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China; Beijing Academy of Artiﬁcial Intelligence
Conference: icml 2023 (main track)
Decision: Poster
Title: Robust Perception through Equivariance
Authors: Chengzhi Mao, Lingyu Zhang, Abhishek Vaibhav Joshi, Junfeng Yang, Hao Wang, Carl Vondrick
Affiliations: Department of Computer Science, Columbia University, New York, USA; Department of Computer Science, Rutgers University, New Jersey, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Model Transferability with Responsive Decision Subjects
Authors: Yatong Chen, Zeyu Tang, Kun Zhang, Yang Liu
Affiliations: Department of Philosophy, Carnegie Mellon University, Pennsylvania, United States; Department of Philosophy, Carnegie Mellon University, Pennsylvania, United States; Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates; Department of Computer Science and Engineering, University of California, Santa Cruz, California, United States; Department of Computer Science and Engineering, University of California, Santa Cruz, California, United States; ByteDance Research
Conference: icml 2023 (main track)
Decision: Poster
Title: CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
Authors: Nan Yin, Li Shen, Mengzhu Wang, Long Lan, Zeyu Ma, Chong Chen, Xian-Sheng Hua, Xiao Luo
Affiliations: Department of Computer Science, University of California, Los Angeles, USA; Terminus Group, Beijing, China; JD Explore Academy, Beijing, China; Department of Machine Learning, Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE; Department of Computer Science and Technology, National University of Defense Technology, Changsha, China; School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning
Authors: Matthias Gerstgrasser, David Parkes
Affiliations: Deepmind, London, UK; John A. Paulson School of Engineering and Applied Science, Harvard University, Cambridge, MA, USA; Computer Science Department, Stanford University, Stanford, CA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: The Saddle-Point Method in Differential Privacy
Authors: Wael Alghamdi, Juan Felipe Gomez, Shahab Asoodeh, Flavio P. Calmon, Oliver Kosut, Lalitha Sankar
Affiliations: School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, USA; School of Electrical, Computer, and Energy Engineering, Arizona State University, Tempe, Arizona, USA; Department of Computing and Software, McMaster University, Hamilton, Ontario, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL
Authors: Fei Ni, Jianye Hao, Yao Mu, Yifu Yuan, Yan Zheng, Bin Wang, Zhixuan Liang
Affiliations: Department of Computer Science, The University of Hong Kong, Hong Kong SAR; Huawei Noah’s Ark Lab, Beijing, China; College of Intelligence and Computing, Tianjin University, Tianjin, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Mixture Proportion Estimation Beyond Irreducibility
Authors: Yilun Zhu, Aaron Fjeldsted, Darren Holland, George Landon, Azaree Lintereur, Clayton Scott
Affiliations: Department of Electrical Engineering and Computer Science, University of Michigan; School of Engineering and Computer Science, Cedarville University; Ken and Mary Alice Lindquist Department of Nuclear Engineering, Penn State University; Department of Engineering Physics, Air Force Institute of Technology
Conference: icml 2023 (main track)
Decision: Poster
Title: Regret Minimization and Convergence to Equilibria in General-sum Markov Games
Authors: Liad Erez, Tal Lancewicki, Uri Sherman, Tomer Koren, Yishay Mansour
Affiliations: Blavatnik School of Computer Science, Tel Aviv University, Israel; Google Research, Tel Aviv; Blavatnik School of Computer Science, Tel Aviv University, Israel
Conference: icml 2023 (main track)
Decision: Poster
Title: Fast $(1+\varepsilon)$-Approximation Algorithms for Binary Matrix Factorization
Authors: Ameya Velingker, Maximilian Vötsch, David P. Woodruff, Samson Zhou
Affiliations: Doctoral School Computer Science DoCS and Faculty of Computer Science, University of Vienna, Austria; UC Berkeley and Rice University, USA; Carnegie Mellon University, Pittsburgh, USA, and Google, Pittsburgh, USA; Google Research, Mountain View, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization
Authors: Yimeng Chen, Tianyang Hu, Fengwei Zhou, Zhenguo Li, Zhiming Ma
Affiliations: University of Chinese Academy of Sciences; Huawei Noah's Ark Lab; Academy of Mathematics and Systems Science, Chinese Academy of Sciences
Conference: icml 2023 (main track)
Decision: Poster
Title: Shape-Guided Dual-Memory Learning for 3D Anomaly Detection
Authors: Yu-Min Chu, Chieh Liu, Ting-I Hsieh, Hwann-Tzong Chen, Tyng-Luh Liu
Affiliations: Institute of Information Science, Academia Sinica, Taipei, Taiwan; Aeolus Robotics, Taipei, Taiwan; Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan
Conference: icml 2023 (main track)
Decision: Poster
Title: NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation
Authors: Jianfeng Wang, Daniela Massiceti, Xiaolin Hu, Vladimir Pavlovic, Thomas Lukasiewicz
Affiliations: Department of Computer Science, University of Oxford, UK; Department of Computer Science and Technology, Tsinghua University, Beijing, China; Microsoft Research, Cambridge, UK; Vienna University of Technology, Austria; Department of Computer Science, Rutgers University, New Jersey, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective
Authors: David Lovell, Dimity Miller, Jaiden Capra, Andrew P. Bradley
Affiliations: Queensland University of Technology, Australia; School of Computer Science and Centre for Data Science, Queensland University of Technology, Australia; School of Electrical Engineering and Robotics, Queensland University of Technology, Australia; School of Science, Technology and Engineering, University of the Sunshine Coast, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: Online Prototype Alignment for Few-shot Policy Transfer
Authors: Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Yunkai Gao, Kaizhao Yuan, Ruizhi Chen, Siming Lan, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen
Affiliations: 1University of Science and Technology of China, 2SKL of Processors, Institute of Computing Technology, CAS, 3Cambricon Technologies; 2SKL of Processors, Institute of Computing Technology, CAS; 2SKL of Processors, Institute of Computing Technology, CAS, 3Cambricon Technologies; 5Institute of Software Chinese Academy of Sciences; 2SKL of Processors, Institute of Computing Technology, CAS, 4University of Chinese Academy of Sciences, China; 2SKL of Processors, Institute of Computing Technology, CAS, 4University of Chinese Academy of Sciences, China, 3Cambricon Technologies
Conference: icml 2023 (main track)
Decision: Poster
Title: SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation
Authors: Shikun Sun, Longhui Wei, Junliang Xing, Jia Jia, Qi Tian
Affiliations: Department of Computer Science and Technology, Tsinghua University, Beijing, China; Huawei Cloud
Conference: icml 2023 (main track)
Decision: Poster
Title: High-Probability Bounds for Stochastic Optimization and Variational Inequalities: the Case of Unbounded Variance
Authors: Abdurakhmon Sadiev, Marina Danilova, Eduard Gorbunov, Samuel Horváth, Gauthier Gidel, Pavel Dvurechensky, Alexander Gasnikov, Peter Richtárik
Affiliations: Université de Montréal and Mila, Canada; King Abdullah University of Science and Technology, KSA; Skolkovo Institute of Science and Technology, Russia; Weierstrass Institute for Applied Analysis and Stochastics, Germany; Moscow Institute of Physics and Technology, Russia; Mohamed bin Zayed University of Artificial Intelligence, UAE
Conference: icml 2023 (main track)
Decision: Poster
Title: Bayesian Reparameterization of Reward-Conditioned Reinforcement Learning with Energy-based Models
Authors: Wenhao Ding, Tong Che, Ding Zhao, Marco Pavone
Affiliations: Stanford University, Palo Alto, CA, US; Carnegie Mellon University, Pittsburgh, PA, US; NVIDIA Research, Santa Clara, CA, US
Conference: icml 2023 (main track)
Decision: Poster
Title: Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization
Authors: Quanqi Hu, Zi-Hao Qiu, Zhishuai Guo, Lijun Zhang, Tianbao Yang
Affiliations: National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China; Department of Computer Science and Engineering, Texas A&M University, College Station, TX, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
Authors: Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao
Affiliations: College of Computer Science and Technology, Zhejiang University; The University of Sydney; JD Explore Academy, JD.com, Inc. & Artificial Intelligence and its Applications Institute, School of Informatics, University of Edinburgh
Conference: icml 2023 (main track)
Decision: Poster
Title: Equivariance with Learned Canonicalization Functions
Authors: Sékou-Oumar Kaba, Arnab Kumar Mondal, Yan Zhang, Yoshua Bengio, Siamak Ravanbakhsh
Affiliations: School of Computer Science, McGill University, Montr´eal, Canada; Mila - Quebec Artficial Intelligence Institute, Montr´eal, Canada; Samsung - SAIT AI Lab, Montr´eal, Canada; DIRO, Universit´e de Montr´eal, Montr´eal, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: GNOT: A General Neural Operator Transformer for Operator Learning
Authors: Zhongkai Hao, Zhengyi Wang, Hang Su, Chengyang Ying, Yinpeng Dong, Songming Liu, Ze Cheng, Jian Song, Jun Zhu
Affiliations: Dept. of Comp. Sci. & Techn., Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, Tsinghua University; Dept. of EE, Tsinghua University; Bosch China Investment Ltd.
Conference: icml 2023 (main track)
Decision: Poster
Title: DRCFS: Doubly Robust Causal Feature Selection
Authors: Francesco Quinzan* †, Ashkan Soleymani*, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer
Affiliations: Laboratory for Information & Decision Systems (LIDS), Massachusetts Institute of Technology; KTH Royal Institute of Technology; TU Munich and Helmholtz Munich
Conference: icml 2023 (main track)
Decision: Poster
Title: Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation
Authors: Jiaming Song, Qinsheng Zhang, Hongxu Yin, Morteza Mardani, Ming-Yu Liu, Jan Kautz, Yongxin Chen, Arash Vahdat
Affiliations: Georgia Institute of Technology; NVIDIA Corporation
Conference: icml 2023 (main track)
Decision: Poster
Title: Target-Aware Generative Augmentations for Single-Shot Adaptation
Authors: Kowshik Thopalli, Rakshith Subramanyam, Pavan Turaga, Jayaraman J. Thiagarajan
Affiliations: Arizona State University, Tempe, AZ, USA; Lawrence Livermore National Laboratory, Livermore, CA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Reprogramming Pretrained Language Models for Antibody Sequence Infilling
Authors: Igor Melnyk, Vijil Chenthamarakshan, Pin-Yu Chen, Payel Das, Amit Dhurandhar, Inkit Padhi, Devleena Das
Affiliations: IBM Research, Yorktown Heights, NY 10598, USA; Georgia Institute of Technology, Atlanta, GA 30332, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Data Poisoning Attacks Against Multimodal Encoders
Authors: Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang
Affiliations: CISPA Helmholtz Center for Information Security, Saarbrücken, Saarland, Germany; University of Lausanne, Lausanne, Switzerland; University of Birmingham, Birmingham, England, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning
Authors: Zhuqing Liu, Xin Zhang, Prashant Khanduri, Songtao Lu, Jia Liu
Affiliations: Department of Computer Science, Wayne State University, Detroit, MI, USA; Department of Statistics, Iowa State University, Ames, IA, USA; Department of Electrical and Computer Engineering, The Ohio State University, Columbus, OH, USA; IBM Research, Thomas J. Watson Research Center, Yorktown Heights, NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods
Authors: Brian Irwin, Eldad Haber, Raviv Gal, Avi Ziv
Affiliations: Department of Earth, Ocean and Atmospheric Sciences, University of British Columbia, Vancouver, Canada; Hybrid Cloud Quality Technologies, IBM Research, Haifa, Israel
Conference: icml 2023 (main track)
Decision: Poster
Title: How Powerful are Shallow Neural Networks with Bandlimited Random Weights?
Authors: Ming Li, Sho Sonoda, Feilong Cao, Yu Guang Wang, Jiye Liang
Affiliations: Institute of Natural Sciences, Shanghai Jiao Tong University, Shanghai, China; Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, China; College of Sciences, China Jiliang University, Hangzhou, China; Key Laboratory of Intelligent Education Technology and Application of Zhejiang Province, Zhejiang Normal University, Jinhua, China; Deep Learning Theory Team, RIKEN AIP, Tokyo, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: Pairwise Ranking Losses of Click-Through Rates Prediction for Welfare Maximization in Ad Auctions
Authors: Boxiang Lyu, Zhe Feng, Zachary Robertson, Sanmi Koyejo
Affiliations: Department of Computer Science, Stanford University, Stanford, CA USA; The University of Chicago Booth School of Business, Chicago, IL USA; Google Research, Mountain View, CA USA and Department of Computer Science, Stanford University, Stanford, CA USA; Google Research, Mountain View, CA USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Competing for Shareable Arms in Multi-Player Multi-Armed Bandits
Authors: Renzhe Xu, Haotian Wang, Xingxuan Zhang, Bo Li, Peng Cui
Affiliations: Department of Computer Science and Technology, Tsinghua University, Beijing, China; School of Economics and Management, Tsinghua University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization
Authors: Yushi Bai, Xin Lv, Juanzi Li, Lei Hou
Affiliations: Department of Computer Science and Technology, BN-Rist; KIRC, Institute for Artificial Intelligence; Tsinghua University, Beijing 100084, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Interpretable Neural-Symbolic Concept Reasoning
Authors: Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lió, Frederic Precioso, Mateja Jamnik, Giuseppe Marra
Affiliations: University of Cambridge, Cambridge, UK; INRA, Universitè Paris-Saclay, Thiverval-Grignon, France; Universitè Côte d’Azur, Inria, CNRS, I3S, Maasai, Nice, France; University of Siena, Siena, Italy; KU Leuven, Leuven, Belgium
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Optimality of Misspecified Kernel Ridge Regression
Authors: Haobo Zhang, Yicheng Li, Weihao Lu, Qian Lin
Affiliations: Center for Statistical Science, Department of Industrial Engineering, Tsinghua University; Beijing Academy of Artificial Intelligence, Beijing, China; Center for Statistical Science, Department of Industrial Engineering, Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster