hunoutl/paperlists huggingface dataset:
Title: Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the Machiavelli Benchmark
Authors: Alexander Pan, Jun Shern Chan, Andy Zou, Nathaniel Li, Steven Basart, Thomas Woodside, Hanlin Zhang, Scott Emmons, Dan Hendrycks
Affiliations: Carnegie Mellon University, Pittsburgh, USA; University of California, Berkeley, USA; Yale University, New Haven, USA; Center For AI Safety, San Francisco, USA
Conference: icml 2023 (main track)
Decision: Oral
Title: Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute
Authors: Michiel de Jong, Yury Zemlyanskiy, Nicholas FitzGerald, Joshua Ainslie, Sumit Sanghai, Fei Sha, William W. Cohen
Affiliations: University of Southern California; Google Research
Conference: icml 2023 (main track)
Decision: Poster
Title: Personalized Federated Learning under Mixture of Distributions
Authors: Yue Wu, Shuaicheng Zhang, Wenchao Yu, Yanchi Liu, Quanquan Gu, Dawei Zhou, Haifeng Chen, Wei Cheng66
Affiliations: Department of Computer Science, University of California, Los Angeles, USA; NEC Laboratories America, Princeton, USA; Department of Computer Science, Virginia Tech, Blacksburg, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Invariance in Policy Optimisation and Partial Identifiability in Reward Learning
Authors: Joar Skalse, Matthew Farrugia-Roberts, Stuart Russell, Alessandro Abate, Adam Gleave
Affiliations: FAR AI, Inc.; Department of Computer Science, Oxford University; School of Computing and Information Systems, the University of Melbourne; Department of Computer Science, Oxford University; Future of Humanity Institute, Oxford University; Center for Human-Compatible Artificial Intelligence, University of California, Berkeley
Conference: icml 2023 (main track)
Decision: Poster
Title: Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning
Authors: Zhongzhi Yu, Yang Zhang, Kaizhi Qian, Cheng Wan, Yonggan Fu, Yongan Zhang, Yingyan (Celine) Lin
Affiliations: MIT-IBM Watson AI Lab, Boston, USA; School of Computer Science, Georgia Institute of Technology, Atlanta, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Causal Isotonic Calibration for Heterogeneous Treatment Effects
Authors: Lars van der Laan, Ernesto Ulloa-Pérez, Marco Carone, Alex Luedtke
Affiliations: Department of Biostatistics, University of Washington, USA; Department of Statistics, University of Washington, USA; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Free-Form Variational Inference for Gaussian Process State-Space Models
Authors: Xuhui Fan, Edwin V. Bonilla, Terence J. O’Kane, Scott A. Sisson
Affiliations: University of Newcastle, Australia; University of New South Wales, Australia; CSIRO’s Data61, Australia; CSIRO’s Environment, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: The Ideal Continual Learner: An Agent That Never Forgets
Authors: Liangzu Peng, Paris V. Giampouras, René Vidal
Affiliations: Innovation in Data Engineering and Science (IDEAS), University of Pennsylvania, Philadelphia, USA; Innovation in Data Engineering and Science (IDEAS), University of Pennsylvania, Philadelphia, USA; NORCE Norwegian Research Centre, Norway; Mathematical Institute for Data Science, Johns Hopkins University, Baltimore, USA; Innovation in Data Engineering and Science (IDEAS), University of Pennsylvania, Philadelphia, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Fairness in Matching under Uncertainty
Authors: Siddartha Devic, David Kempe, Vatsal Sharan, Aleksandra Korolova
Affiliations: Department of Computer Science and School of Public and International Affairs, Princeton University, Princeton, NJ 08544; Department of Computer Science, University of Southern California, Los Angeles, CA 90089
Conference: icml 2023 (main track)
Decision: Poster
Title: Deep Regression Unlearning
Authors: Ayush K Tarun , Vikram S Chundawat, Murari Mandal, Mohan Kankanhalli
Affiliations: Mavvex Labs, India; School of Computing, National University of Singapore; School of Computer Engineering, Kalinga Institute of Industrial Technology Bhubaneswar, India
Conference: icml 2023 (main track)
Decision: Poster
Title: Differentiable Multi-Target Causal Bayesian Experimental Design
Authors: Panagiotis Tigas, Yashas Annadani, Desi R. Ivanova, Andrew Jesson, Yarin Gal, Adam Foster, Stefan Bauer
Affiliations: KTH Stockholm, Sweden; TU Munich; Department of Statistics, University of Oxford; Microsoft Research; OATML, University of Oxford
Conference: icml 2023 (main track)
Decision: Poster
Title: Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
Authors: Weixin Liang, Yining Mao, Yongchan Kwon, Xinyu Yang, James Zou
Affiliations: Department of Computer Science, Stanford University, Stanford, CA, USA; Department of Electrical Engineering, Stanford University, Stanford, CA, USA; Department of Computer Science and Engineering, Zhejiang University, Hangzhou, P.R.China; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA; Department of Statistics, Columbia University, New York, NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Provable Multi-instance Deep AUC Maximization with Stochastic Pooling
Authors: Dixian Zhu, Bokun Wang, Zhi Chen, Yaxing Wang, Milan Sonka, Xiaodong Wu, Tianbao Yang
Affiliations: Department of Electrical and Computer Engineering, University of Iowa, IA, USA; Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing, China; Department of Computer Science, University of Iowa, IA, USA; Department of Computer Science and Engineering, Texas A&M University, College Station, TX, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Equivariant Polynomials for Graph Neural Networks
Authors: Omri Puny, Derek Lim, Bobak T. Kiani, Haggai Maron, Yaron Lipman
Affiliations: MIT CSAIL; Meta AI Research Centre for Artificial Intelligence; Weizmann Institute of Science; NVIDIA Research
Conference: icml 2023 (main track)
Decision: Oral
Title: Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise
Authors: Zhenghao Lin, Yeyun Gong, Yelong Shen, Tong Wu, Zhihao Fan, Chen Lin, Nan Duan, Weizhu Chen
Affiliations: 1School of Informatics, Xiamen University; 3Shanghai Artificial Intelligence Laboratory; 6Tsinghua University; 2This work was done during an internship in MSRA; 7Fudan University; 2This work was done during an internship in MSRA; 4Microsoft Research Asia; 5Microsoft; 1School of Informatics, Xiamen University; 2This work was done during an internship in MSRA; 3Shanghai Artificial Intelligence Laboratory
Conference: icml 2023 (main track)
Decision: Poster
Title: Input uncertainty propagation through trained neural networks
Authors: Paul Monchot, Loïc Coquelin, Sébastien J. Petit, Sébastien Marmin, Erwan Le Pennec, Nicolas Fischer
Affiliations: CMAP, CNRS, Ecole polytechnique, Institut Polytechnique de Paris, Palaiseau, France; Data Science and Uncertainty Department, National Laboratory of Metrology and Testing, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models
Authors: Alexander Lin, Bahareh Tolooshams, Yves Atchadé, Demba Ba
Affiliations: Department of Mathematics and Statistics, Boston University, Boston, MA, USA; School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: The Implicit Regularization of Dynamical Stability in Stochastic Gradient Descent
Authors: Lei Wu, Weijie J. Su
Affiliations: Wharton Statistics and Data Science Department, University of Pennsylvania, Philadelphia, USA; School of Mathematical Sciences, Peking University, Beijing, China; Center for Machine Learning Research, Peking University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Magneto: A Foundation Transformer
Authors: Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei
Affiliations: University of Chinese Academy of Sciences, Beijing, China; Microsoft
Conference: icml 2023 (main track)
Decision: Poster
Title: Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language
Authors: Philipp Seidl, Andreu Vall, Sepp Hochreiter, Günter Klambauer
Affiliations: Insitute for Machine Learning, Johannes Kepler University, Linz, Austria; Insitute for Machine Learning, Johannes Kepler University, Linz, Austria2IARAI, Vienna, Austria
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Control-Oriented Dynamical Structure from Data
Authors: Spencer M. Richards, Jean-Jacques Slotine, Navid Azizan, Marco Pavone
Affiliations: Nonlinear Systems Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Autonomous Systems Laboratory (ASL), Stanford University, Stanford, CA 94305, USA; Laboratory for Information & Decision Systems (LIDS), Massachusetts Institute of Technology, Cambridge, MA 02139, USA
Conference: icml 2023 (main track)
Decision: Oral
Title: Interval Bound Interpolation for Few-shot Learning with Few Tasks
Authors: Shounak Datta, Sankha Subhra Mullick, Anish Chakrabarty, Swagatam Das
Affiliations: Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India; Statistics and Mathematics Unit, Indian Statistical Institute, Kolkata, India
Conference: icml 2023 (main track)
Decision: Poster
Title: Simple Disentanglement of Style and Content in Visual Representations
Authors: Lilian Ngweta, Subha Maity, Alex Gittens, Yuekai Sun, Mikhail Yurochkin
Affiliations: Department of Computer Science, Rensselaer Polytechnic Institute, Troy, New York, United States; Department of Statistics, University of Michigan, Ann Arbor, Michigan, United States; IBM Research, Cambridge, Massachusetts, United States/MIT-IBM Watson AI Lab, Cambridge, Massachusetts, United States
Conference: icml 2023 (main track)
Decision: Poster
Title: Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching
Authors: Ilgee Hong, Sen Na, Michael W. Mahoney, Mladen Kolar
Affiliations: Department of Statistics, University of California, Berkeley; Department of Statistics, University of Chicago; Booth School of Business, University of Chicago; Department of Statistics, University of California, Berkeley and International Computer Science Institute and Lawrence Berkeley National Laboratory
Conference: icml 2023 (main track)
Decision: Poster
Title: SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning
Authors: Junran Wu, Xueyuan Chen, Bowen Shi, Shangzhe Li, Ke Xu
Affiliations: State Key Lab of Software Development Environment, Beihang University, Beijing, 100191, China; State Key Lab of Software Development Environment, Beihang University, Beijing, 100191, China; Zhongguancun Laboratory, Beijing 100094, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Fast Online Node Labeling for Very Large Graphs
Authors: Baojian Zhou, Yifan Sun, Reza Babanezhad
Affiliations: School of Data Science, Fudan University, Shanghai, China; the Shanghai Key Laboratory of Data Science, Fudan University; Department of Computer Science, Stony Brook University, Stony Brook, USA; Samsung-SAIT AI lab, Montreal, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition
Authors: Yash Chandak, Shantanu Thakoor, Zhaohan Daniel Guo, Yunhao Tang, Remi Munos, Will Dabney, Diana Borsa
Affiliations: DeepMind; University of Massachusetts
Conference: icml 2023 (main track)
Decision: Poster
Title: Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration
Authors: Dawei Zhou, Yukun Chen, Nannan Wang, Decheng Liu, Xinbo Gao, Tongliang Liu
Affiliations: Mohamed bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, United Arab Emirates; Chongqing Key Laboratory of Image Cognition, Chongqing University of Posts and Telecommunications, Chongqing, China; School of Telecommunications Engineering, State Key Laboratory of Integrated Services Networks, Xidian University, Xian, Shaanxi, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Efficient and Equivariant Graph Networks for Predicting Quantum Hamiltonian
Authors: Haiyang Yu, Zhao Xu, Xiaofeng Qian, Xiaoning Qian, Shuiwang Ji
Affiliations: Department of Computer Science & Engineering, Texas A&M University, TX, USA; Department of Materials Science & Engineering, Texas A&M University, TX, USA; Department of Electrical & Computer Engineering, Texas A&M University, TX, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Offline Reinforcement Learning with Closed-Form Policy Improvement Operators
Authors: Jiachen Li, Edwin Zhang, Ming Yin, Qinxun Bai, Yu-Xiang Wang, William Yang Wang
Affiliations: Department of Computer Science, University of California, Santa Barbara, Santa Barbara, CA 93106, USA; Horizon Robotics Inc., Cupertino, CA, 95014 USA; Department of Computer Science, University of California, Santa Barbara, Santa Barbara, CA 93106, USA; Harvard University, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests
Authors: Qixin Zhang, Wenbing Ye, Zaiyi Chen, Haoyuan Hu, Enhong Chen, Yu Yang
Affiliations: School of Data Science, City University of Hong Kong, Kowloon Hong Kong, China; University of Science and Technology of China; Cainiao Network, Hang Zhou, China
Conference: icml 2023 (main track)
Decision: Poster
Title: DevFormer: A Symmetric Transformer for Context-Aware Device Placement
Authors: Haeyeon Kim*, Minsu Kim*, Federico Berto, Joungho Kim, Jinkyoo Park
Affiliations: Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST); Department of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST)
Conference: icml 2023 (main track)
Decision: Poster
Title: Estimating the Contamination Factor's Distribution in Unsupervised Anomaly Detection
Authors: Lorenzo Perini, Paul-Christian Bürkner, Arto Klami
Affiliations: DTAI lab & Leuven.AI, Department of Computer Science, KU Leuven, Belgium; Department of Computer Science, University of Helsinki, Finland; Cluster of Excellence SimTech, University of Stuttgart, Germany
Conference: icml 2023 (main track)
Decision: Poster
Title: One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill
Authors: Sangwoo Shin, Daehee Lee, Minjong Yoo, Woo Kyung Kim, Honguk Woo
Affiliations: Department of Computer Science and Engineering, Sungkyunkwan University, Suwon, Republic of Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation
Authors: Hayata Yamasaki, Sathyawageeswar Subramanian, Satoshi Hayakawa, Sho Sonoda
Affiliations: University of Oxford; RIKEN AIP; The University of Tokyo; University of Warwick
Conference: icml 2023 (main track)
Decision: Poster
Title: Expectation-Complete Graph Representations with Homomorphisms
Authors: Pascal Welke, Maximilian Thiessen, Fabian Jogl, Thomas Gärtner
Affiliations: Research Unit Machine Learning, TU Wien, Austria; Machine Learning and Artificial Intelligence Lab, University of Bonn, Germany; Research Unit Machine Learning, TU Wien, Austria; Research Unit Machine Learning, TU Wien, Austria; Center for Artificial Intelligence and Machine Learning, TU Wien, Austria
Conference: icml 2023 (main track)
Decision: Poster
Title: Tighter Analysis for ProxSkip
Authors: Zhengmian Hu, Heng Huang
Affiliations: 1. Department of Computer Science, University of Maryland, College Park, MD, USA; 2. Department of Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, PA, USA; 1. Department of Computer Science, University of Maryland, College Park, MD, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: PCA-based Multi-Task Learning: a Random Matrix Approach
Authors: Malik Tiomoko, Romain Couillet, Frédéric Pascal
Affiliations: LIG-Lab, Université de Grenoble Alpes, France; Huawei Noah’s Ark Lab, Paris, France; L2S Centrale-Supélec, France
Conference: icml 2023 (main track)
Decision: Poster
Title: On Pitfalls of Test-Time Adaptation
Authors: Hao Zhao, Yuejiang Liu, Alexandre Alahi, Tao Lin
Affiliations: École Polytechnique Fédérale de Lausanne (EPFL); Research Center for Industries of the Future, Westlake University; School of Engineering, Westlake University
Conference: icml 2023 (main track)
Decision: Poster
Title: Flash: Concept Drift Adaptation in Federated Learning
Authors: Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan
Affiliations: Adobe Research, San Jose, USA; Adobe Research, Bangalore, India; University of Massachusetts, Amherst, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Causal Modeling of Policy Interventions From Treatment–Outcome Sequences
Authors: Çağlar Hızlı, ST John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen
Affiliations: Helsinki University Hospital and University of Helsinki, Helsinki, Finland; Department of Computer Science, Aalto University, Helsinki, Finland
Conference: icml 2023 (main track)
Decision: Poster
Title: Delving into Noisy Label Detection with Clean Data
Authors: Chenglin Yu, Xinsong Ma, Weiwei Liu
Affiliations: School of Computer Science, National Engineering Research Center for Multimedia Software, Institute of Artiﬁcial Intelligence and Hubei Key Laboratory of Multimedia and Network Communication Engineering, Wuhan University, Wuhan, China
Conference: icml 2023 (main track)
Decision: Oral
Title: Adaptive Compositional Continual Meta-Learning
Authors: Bin Wu, Jinyuan Fang, Xiangxiang Zeng, Shangsong Liang, Qiang Zhang
Affiliations: Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE; Zhejiang University, Hangzhou, China; University of Glasgow, Glasgow, UK; Hunan University, Changsha, China; Sun Yat-sen University, Guangzhou, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Revisiting Simple Regret: Fast Rates for Returning a Good Arm
Authors: Yao Zhao, Connor James Stephens, Csaba Szepesvári, Kwang-Sung Jun
Affiliations: Department of Computer Science, University of Arizona, Tucson, USA; Department of Computing Science, University of Alberta, Edmonton, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: Harmonic Neural Networks
Authors: Atiyo Ghosh, Antonio A. Gentile, Mario Dagrada, Chul Lee, Seong-Hyok Kim, Hyukgeun Cha, Yunjun Choi, Dongho Kim, Jeong-Il Kye, Vincent Elfving
Affiliations: Pinostory Inc., 1-905 IT Castle, Seoul, 08506, Republic of Korea; POSCO Holdings, AI R&D Laboratories, 440, Tehera-ro, Gangam-gu, Seoul, 06194, Republic of Korea; PASQAL SAS, 2 av. Augustin Fresnel, Palaiseau, 91220, France; LG Electronics, AI Lab, CTO Div, 19, Yangjae-daero 11-gil, Seocho-gu, Seoul, 06772, Republic of Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Unveiling the Latent Space Geometry of Push-Forward Generative Models
Authors: Thibaut Issenhuth, Ugo Tanielian, Jérémie Mary, David Picard
Affiliations: Criteo AI Lab, Paris, France; LIGM, Ecole des Ponts, Univ Gustave Eiffel, CNRS, Marne-la-Vallée, France; LIGM, Ecole des Ponts, Univ Gustave Eiffel, CNRS, Marne-la-Vallée, France; Criteo AI Lab, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time
Authors: Toon Vanderschueren, Alicia Curth, Wouter Verbeke, Mihaela van der Schaar
Affiliations: 3. DAMTP, University of Cambridge 4. The Alan Turing Institute; 1. Decision Sciences and Information Management, KU Leuven; 1. Decision Sciences and Information Management, KU Leuven 2. Applied Mathematics, University of Antwerp
Conference: icml 2023 (main track)
Decision: Poster
Title: A Study on Transformer Configuration and Training Objective
Authors: Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Yongming Chen, Xin Jiang, Yang You
Affiliations: School of Computer Science and Engineering, Nanyang Technological University; School of Computing, National University of Singapore; School of Electrical and Electronic Engineering, Nanyang Technological University; Huawei Noah’s Ark Lab
Conference: icml 2023 (main track)
Decision: Poster
Title: Can Forward Gradient Match Backpropagation?
Authors: Louis Fournier, Stéphane Rivaud, Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon
Affiliations: CCM, Flatiron Institute, New York, USA; MILA, Concordia University, Montr´eal, Canada; Sorbonne Universit´e, CNRS, ISIR, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Uncertain Evidence in Probabilistic Models and Stochastic Simulators
Authors: Andreas Munk, Alexander Mead, Frank Wood
Affiliations: Department of Computer Science, University of British Columbia, Vancouver, B.C., Canada; Department of Computer Science, University of British Columbia, Vancouver, B.C., Canada; Inverted AI Ltd., Vancouver, B.C., Canada; Mila, CIFAR AI Chair
Conference: icml 2023 (main track)
Decision: Oral
Title: On the Role of Attention in Prompt-tuning
Authors: Samet Oymak, Ankit Singh Rawat, Mahdi Soltanolkotabi, Christos Thrampoulidis
Affiliations: University of Michigan & UC Riverside, USA; University of British Columbia, Canada; University of Southern California, USA; Google Research NYC, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Retrosynthetic Planning with Dual Value Networks
Authors: Guoqing Liu, Di Xue, Shufang Xie, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu
Affiliations: University of Cambridge; Renmin University of China; National Key Laboratory for Novel Software Technology, Nanjing University; Microsoft Research AI
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards a Persistence Diagram that is Robust to Noise and Varied Densities
Authors: Hang Zhang, Kaifeng Zhang, Kai Ming Ting, Ye Zhu
Affiliations: National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China; Centre for Cyber Resilience and Trust, Deakin University, Burwood, VIC, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning to Learn from APIs: Black-Box Data-Free Meta-Learning
Authors: Zixuan Hu, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao
Affiliations: JD Explore Academy, Beijing, China; Department of Computer Science and Engineering, University at Buffalo, NY, USA; School of Data Science, the Chinese University of Hong Kong, Shenzhen, China; Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China; School of Computer Science, the University of Sydney, Sydney, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation
Authors: Andi Peng, Aviv Netanyahu, Mark Ho, Tianmin Shu, Andreea Bobu, Julie Shah, Pulkit Agrawal
Affiliations: New York University; Massachusetts Institute of Technology; University of California, Berkeley
Conference: icml 2023 (main track)
Decision: Poster
Title: Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks
Authors: Peng Xu, Lin Zhang, Xuanzhou Liu, Jiaqi Sun, Yue Zhao, Haiqin Yang, Bei Yu
Affiliations: Shenzhen International Graduate School, Tsinghua University, China; Carnegie Mellon University, USA; International Digital Economy Academy, China; The Chinese University of Hong Kong, China
Conference: icml 2023 (main track)
Decision: Poster