hunoutl/paperlists huggingface dataset:
Title: Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased
Authors: Chao Yu, Jiaxuan Gao, Weilin Liu, Botian Xu, Hao Tang, Jiaqi Yang, Yu Wang, Yi Wu
Affiliations: Shanghai Qi Zhi Institute; UC Berkeley; Tsinghua University, Shanghai Qi Zhi Institute; Tsinghua University
Conference: iclr 2023 (main track)
Keywords: Human-AI Collaboration;Multi-Agent Reinforcement Learning
Decision: Poster
Title: Sampling-free Inference for Ab-Initio Potential Energy Surface Networks
Authors: Nicholas Gao, Stephan Günnemann
Affiliations: Department of Computer Science & Munich Data Science Institute, Technical University of Munich, Germany
Conference: iclr 2023 (main track)
Keywords: Graph Neural Networks;Computational Physics;Self-Generative Learning;Machine Learning for Science;Online Learning;Self-Supervised Learning;Molecules
Decision: Poster
Title: Characterizing the spectrum of the NTK via a power series expansion
Authors: Michael Murray, Hui Jin, Benjamin Bowman, Guido Montufar
Affiliations: Department of Mathematics, UCLA, CA, USA and Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany; Department of Mathematics, UCLA, CA, USA
Conference: iclr 2023 (main track)
Keywords: neural tangent kernel;power series;Hermite coefficient;activation function;spectrum;input Gram matrix
Decision: Poster
Title: 3D generation on ImageNet
Authors: Ivan Skorokhodov, Aliaksandr Siarohin, Yinghao Xu, Jian Ren, Hsin-Ying Lee, Peter Wonka, Sergey Tulyakov
Affiliations: Snap Inc.; KAUST; CUHK
Conference: iclr 2023 (main track)
Keywords: 3d-generation;gans;generative adversarial networks;knowledge distillation;nerf;stylegan;radiance fields;volume rendering
Decision: Top-5%
Title: Multi-domain image generation and translation with identifiability guarantees
Authors: Shaoan Xie, Lingjing Kong, Mingming Gong, Kun Zhang
Affiliations: The University of Melbourne; Carnegie Mellon University; Carnegie Mellon University and Mohamed bin Zayed University of Artificial Intelligence
Conference: iclr 2023 (main track)
Keywords: multi-domain image generation;image translation;identifiability;Nonlinear ICA
Decision: Top-25%
Title: Solving Continuous Control via Q-learning
Authors: Tim Seyde, Peter Werner, Wilko Schwarting, Igor Gilitschenski, Martin Riedmiller, Daniela Rus, Markus Wulfmeier
Affiliations: MIT CSAIL; DeepMind; University of Toronto
Conference: iclr 2023 (main track)
Keywords: reinforcement learning;continuous control;learning efficiency
Decision: Poster
Title: Towards Minimax Optimal Reward-free Reinforcement Learning in Linear MDPs
Authors: Pihe Hu, Yu Chen, Longbo Huang
Affiliations: Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China
Conference: iclr 2023 (main track)
Keywords: Reinforce Learning;Reward-Free Exploration;Linear MDPs;Learning Theory
Decision: Poster
Title: CUTS: Neural Causal Discovery from Irregular Time-Series Data
Authors: Yuxiao Cheng, Runzhao Yang, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai
Affiliations: Chinese PLA General Hospital; Department of Automation, Tsinghua University and Institute for Brain and Cognitive Science, Tsinghua University (THUIBCS); Department of Automation, Tsinghua University
Conference: iclr 2023 (main track)
Keywords: Time series;Granger causality;Causal discovery;Neural networks;Graph neural networks
Decision: Poster
Title: Progressive Prompts: Continual Learning for Language Models
Authors: Anastasia Razdaibiedina, Yuning Mao, Rui Hou, Madian Khabsa, Mike Lewis, Amjad Almahairi
Affiliations: Meta AI; University of Toronto & Vector Institute
Conference: iclr 2023 (main track)
Keywords: natural language processing;continual learning;prompt tuning
Decision: Poster
Title: Building a Subspace of Policies for Scalable Continual Learning
Authors: Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu
Affiliations: McGill University, Mila; McGill University, Mila (Now at Bosch Research); Meta AI Research, CNRS-ISIR, Sorbonne University, Paris, France; Meta AI Research; Ubisoft France; CNRS-ISIR, Sorbonne University, Paris, France
Conference: iclr 2023 (main track)
Keywords: continual learning;deep reinforcement learning
Decision: Top-25%
Title: On the Convergence of AdaGrad(Norm) on $\mathbb{R}^d$: Beyond Convexity, Non-Asymptotic Rate and Acceleration
Authors: Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy Nguyen
Affiliations: New York University; Northeastern University; Boston University
Conference: iclr 2023 (main track)
Keywords: Convex Optimization;Adaptive Algorithms
Decision: Poster
Title: Transformer-based model for symbolic regression via joint supervised learning
Authors: Wenqiang Li, Weijun Li, Linjun Sun, Min Wu, Lina Yu, Jingyi Liu, Yanjie Li, Songsong Tian
Affiliations: Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China; School of Integrated Circuits, University of Chinese Academy of Sciences, Beijing, China; Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China; School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China
Conference: iclr 2023 (main track)
Decision: Poster
Title: Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game
Authors: Wei Xiong, Han Zhong, Chengshuai Shi, Cong Shen, Liwei Wang, Tong Zhang
Affiliations: National Key Laboratory of General Artificial Intelligence, Peking University; Center for Data Science, Peking University; Department of Mathematics, The Hong Kong University of Science and Technology; Department of Computer Science and Engineering, The Hong Kong University of Science and Technology; Department of Electrical and Computer Engineering, University of Virginia
Conference: iclr 2023 (main track)
Keywords: RL theory
Decision: Poster
Title: TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation
Authors: Rongjie Huang, Jinglin Liu, Huadai Liu, Yi Ren, Lichao Zhang, Jinzheng He, Zhou Zhao
Affiliations: Zhejiang University; ByteDance
Conference: iclr 2023 (main track)
Keywords: Speech-to-speech translation;Multimodal challenge;Non-autoregressive generation
Decision: Poster
Title: Identifiability Results for Multimodal Contrastive Learning
Authors: Imant Daunhawer, Alice Bizeul, Emanuele Palumbo, Alexander Marx, Julia E Vogt
Affiliations: Department of Computer Science, ETH Zurich; Department of Computer Science, ETH Zurich; ETH AI Center, ETH Zurich
Conference: iclr 2023 (main track)
Keywords: multimodal learning;multi-view learning;contrastive learning;causal representation learning;nonlinear ica;identifiability
Decision: Poster
Title: A Primal-Dual Framework for Transformers and Neural Networks
Authors: TAN NGUYEN, Tam Nguyen, Nhat Ho, Andrea Bertozzi, Richard Baraniuk, Stanley J Osher
Affiliations: Department of ECE, Rice University; Department of Statistics & Data Sciences, University of Texas at Austin; Department of Mathematics, University of California, Los Angeles
Conference: iclr 2023 (main track)
Keywords: attention;transformer;neural network;support vector regression;primal;dual
Decision: Top-25%
Title: DiGress: Discrete Denoising diffusion for graph generation
Authors: Clément Vignac, Igor Krawczuk, Antoine Siraudin, Bohan Wang, Volkan Cevher, Pascal Frossard
Affiliations: LTS4, EPFL, Lausanne, Switzerland; LIONS, EPFL, Lausanne, Switzerland
Conference: iclr 2023 (main track)
Keywords: Graph generation;Denoising Diffusion Model;Molecule Generation;Permutation Equivariance;Discrete Diffusion
Decision: Poster
Title: Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study
Authors: Mingxu Tao, Yansong Feng, Dongyan Zhao
Affiliations: Center for Data Science, Peking University, China; Wangxuan Institute of Computer Technology, Peking University, China; The MOE Key Laboratory of Computational Linguistics, Peking University, China
Conference: iclr 2023 (main track)
Keywords: Natural Language Processing;Probing Study
Decision: Poster
Title: Self-supervision through Random Segments with Autoregressive Coding (RandSAC)
Authors: Tianyu Hua, Yonglong Tian, Sucheng Ren, Michalis Raptis, Hang Zhao, Leonid Sigal
Affiliations: University of British Columbia, Vector Institute for AI, Canada CIFAR AI Chair; University of British Columbia; Tsinghua University; Massachusetts Institute of Technology; South China University of Technology; Google Research
Conference: iclr 2023 (main track)
Decision: Poster
Title: Learned Index with Dynamic $\epsilon$
Authors: Daoyuan Chen, Wuchao Li, Yaliang Li, Bolin Ding, Kai Zeng, Defu Lian, Jingren Zhou
Affiliations: Alibaba Group; University of Science and Technology of China; Huawei
Conference: iclr 2023 (main track)
Keywords: Learned Index;Dynamic $\epsilon$
Decision: Poster
Title: Generating Diverse Cooperative Agents by Learning Incompatible Policies
Authors: Rujikorn Charakorn, Poramate Manoonpong, Nat Dilokthanakul
Affiliations: KMITL, Bangkok, Thailand; SDU, Odense, Denmark; VISTEC, Rayong, Thailand
Conference: iclr 2023 (main track)
Keywords: multi-agent systems;cooperation;collaboration;reinforcement learning;diversity;robustness
Decision: Top-25%
Title: Benign Overfitting in Classification: Provably Counter Label Noise with Larger Models
Authors: Kaiyue Wen, Jiaye Teng, Jingzhao Zhang
Affiliations: Institute for Interdisciplinary Information Sciences, Tsinghua University; Shanghai Qizhi Institute; Shanghai Artificial Intelligence Laboratory; Institute for Interdisciplinary Information Sciences, Tsinghua University
Conference: iclr 2023 (main track)
Keywords: generalization;benign overfitting;mild overparameterization;implicit bias
Decision: Poster
Title: Fast Nonlinear Vector Quantile Regression
Authors: Aviv A. Rosenberg, Sanketh Vedula, Yaniv Romano, Alexander Bronstein
Affiliations: Department of Computer Science, Technion; Department of Electrical and Computer Engineering, Technion; Department of Computer Science, Technion; Sibylla, UK
Conference: iclr 2023 (main track)
Keywords: optimal transport;quantile regression;vector quantiles;uncertainty quantification;multi-output regression;conformal prediction;software
Decision: Poster
Title: A Message Passing Perspective on Learning Dynamics of Contrastive Learning
Authors: Yifei Wang, Qi Zhang, Tianqi Du, Jiansheng Yang, Zhouchen Lin, Yisen Wang
Affiliations: National Key Lab of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University, Institute for Artificial Intelligence, Peking University†; School of Mathematical Sciences, Peking University; National Key Lab of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University, Institute for Artificial Intelligence, Peking University, Peng Cheng Laboratory; National Key Lab of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University
Conference: iclr 2023 (main track)
Decision: Poster
Title: Dual Student Networks for Data-Free Model Stealing
Authors: James Beetham, Navid Kardan, Ajmal Mian, Mubarak Shah
Affiliations: Center for Research in Computer Vision, University of Central Florida, Orlando, Florida 32816, USA; Department of Computer Science, University of Western Australia, Crawley WA 6009, Australia
Conference: iclr 2023 (main track)
Decision: Poster
Title: Tailoring Language Generation Models under Total Variation Distance
Authors: Haozhe Ji, Pei Ke, Zhipeng Hu, Rongsheng Zhang, Minlie Huang
Affiliations: Dept. of Comp. Sci. & Tech., State Key Lab of Intelligent Tech. & Sys., BNRist Center, Tsinghua University, Beijing 100084, China; Fuxi AI Lab, NetEase Inc., China
Conference: iclr 2023 (main track)
Keywords: language generation;maximum likelihood estimation;total variation distance;text degeneration
Decision: Top-5%
Title: Sparse Token Transformer with Attention Back Tracking
Authors: Heejun Lee, Minki Kang, Youngwan Lee, Sung Ju Hwang
Affiliations: KAIST; KAIST, AITRICS; KAIST, ETRI; KAIST, DeepAuto.ai
Conference: iclr 2023 (main track)
Keywords: Token Pruning;Sparse Token;Attention Back-tracking;BERT;Vision Transformer;DynamicViT
Decision: Poster
Title: Block and Subword-Scaling Floating-Point (BSFP) : An Efficient Non-Uniform Quantization For Low Precision Inference
Authors: Yun-Chen Lo, Tse-Kuang Lee, Ren-Shuo Liu
Affiliations: Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan
Conference: iclr 2023 (main track)
Decision: Poster
Title: $O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games
Authors: Yuepeng Yang, Cong Ma
Affiliations: Department of Statistics, University of Chicago
Conference: iclr 2023 (main track)
Keywords: multi-agent reinforcement learning;policy optimization;Markov game
Decision: Poster
Title: Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel
Authors: SungYub Kim, Sihwan Park, Kyungsu Kim, Eunho Yang
Affiliations: Samsung Medical AI Research Center, Sungkyunkwan University School of Medicine, Massachusetts General Hospital and Harvard Medical School; Korea Advanced Institute of Science and Technology (KAIST); Korea Advanced Institute of Science and Technology (KAIST), AITRICS
Conference: iclr 2023 (main track)
Decision: Top-25%
Title: Learning multi-scale local conditional probability models of images
Authors: Zahra Kadkhodaie, Florentin Guth, Stéphane Mallat, Eero Simoncelli
Affiliations: CDS, New York University; DI, ENS, CNRS, PSL University; Collège de France, Flatiron Institute, Simons Foundation; CNS, Courant, and CDS, New York University, Flatiron Institute, Simons Foundation
Conference: iclr 2023 (main track)
Keywords: Image priors;Markov wavelet conditional models;multi-scale score-based image synthesis;denoising;super-resolution
Decision: Top-25%
Title: Protein Representation Learning via Knowledge Enhanced Primary Structure Reasoning
Authors: Hong-Yu Zhou, Yunxiang Fu, Zhicheng Zhang, Bian Cheng, Yizhou Yu
Affiliations: Department of Computer Science, The University of Hong Kong; Xiaohe Healthcare, ByteDance; OPPO HealthLab; JancsiTech
Conference: iclr 2023 (main track)
Keywords: Protein Science;Representation Learning;Knowledge Graph
Decision: Poster
Title: Optimizing Spca-based Continual Learning: A Theoretical Approach
Authors: Chunchun Yang, Malik Tiomoko, Zengfu Wang
Affiliations: University of Science and Technology of China, Huawei Noah’s Ark Lab; Huawei Noah’s Ark Lab, Paris, France; University of Science and Technology of China, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China
Conference: iclr 2023 (main track)
Keywords: continual learning;high dimensional statistics;machine learning theory
Decision: Poster
Title: Machine Unlearning of Federated Clusters
Authors: Chao Pan, Jin Sima, Saurav Prakash, Vishal Rana, Olgica Milenkovic
Affiliations: Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, USA
Conference: iclr 2023 (main track)
Keywords: federated learning;federated clustering;machine unlearning;secure aggregation
Decision: Poster
Title: GOOD: Exploring geometric cues for detecting objects in an open world
Authors: Haiwen Huang, Andreas Geiger, Dan Zhang
Affiliations: Autonomous Vision Group, University of Tübingen; Bosch Center for Artificial Intelligence; Bosch Lab, University of Tübingen
Conference: iclr 2023 (main track)
Keywords: open world;object detection;geometric cues;mid-level representations
Decision: Poster
Title: Towards Smooth Video Composition
Authors: Qihang Zhang, Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou
Affiliations: University of California, Los Angeles; Shanghai AI Laboratory; Ant Group; The Chinese University of Hong Kong
Conference: iclr 2023 (main track)
Keywords: video generation;generative adversarial network
Decision: Poster
Title: PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
Authors: Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren
Affiliations: Department of Computer Science, University of Southern California; Department of Computer Science, University of Southern California; Information Sciences Institute, University of Southern California
Conference: iclr 2023 (main track)
Keywords: Commonsense reasoning;free-text rationale;rationale generation;faithful reasoning
Decision: Poster
Title: ReAct: Synergizing Reasoning and Acting in Language Models
Authors: Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao
Affiliations: Google Research, Brain team; Department of Computer Science, Princeton University
Conference: iclr 2023 (main track)
Keywords: Language model;agent;reasoning;decision making
Decision: Top-5%
Title: Understanding the Covariance Structure of Convolutional Filters
Authors: Asher Trockman, Devin Willmott, Zico Kolter
Affiliations: Carnegie Mellon University and Bosch Center for AI; Carnegie Mellon University; Bosch Center for AI
Conference: iclr 2023 (main track)
Keywords: initialization;init;covariance;gaussian;convolutional neural network;convmixer;convnext;transfer learning;spatial mixing;computer vision;convolution
Decision: Poster
Title: LiftedCL: Lifting Contrastive Learning for Human-Centric Perception
Authors: Ziwei Chen, Qiang Li, Xiaofeng Wang, Wankou Yang
Affiliations: Institute of Automation, Chinese Academy of Sciences; Y-tech, Kuaishou Technology; School of Automation, Southeast University; Key Lab of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Southeast University, Nanjing, China
Conference: iclr 2023 (main track)
Keywords: contrastive learning;human-centric perception
Decision: Poster
Title: Neural DAG Scheduling via One-Shot Priority Sampling
Authors: Wonseok Jeon, Mukul Gagrani, Burak Bartan, Weiliang Zeng, Harris Teague, Piero Zappi, Christopher Lott
Affiliations: Qualcomm AI Research
Conference: iclr 2023 (main track)
Keywords: Combinatorial Optimization;Directed Acyclic Graph;Scheduling;Graph Neural Network;Reinforcement Learning
Decision: Poster
Title: Re-calibrating Feature Attributions for Model Interpretation
Authors: Peiyu Yang, NAVEED AKHTAR, Zeyi Wen, Mubarak Shah, Ajmal Mian
Affiliations: Hong Kong University of Science and Technology (Guangzhou); The University of Western Australia; University of Central Florida
Conference: iclr 2023 (main track)
Keywords: Feature Attribution;Explainable Artifical Intelligence
Decision: Top-25%
Title: Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
Authors: Denny Zhou, Nathanael Schaerli, Le Hou, Jason Wei, Nathan Scales, Xuezhi Wang, Dale Schuurmans, Claire Cui, Olivier Bousquet, Quoc V Le, Ed H. Chi
Affiliations: Google Research, Brain Team
Conference: iclr 2023 (main track)
Keywords: large language models;natural language processing;prompting;reasoning;compositional generalization
Decision: Poster
Title: Neural Networks and the Chomsky Hierarchy
Authors: Gregoire Deletang, Anian Ruoss, Jordi Grau-Moya, Tim Genewein, Li Kevin Wenliang, Elliot Catt, Chris Cundy, Marcus Hutter, Shane Legg, Joel Veness, Pedro Ortega
Affiliations: Stanford University; DeepMind
Conference: iclr 2023 (main track)
Keywords: length generalization;memory-augmented neural networks;recurrent neural networks
Decision: Top-25%
Title: Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
Authors: Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
Affiliations: AWS AI Labs; Ohio State University
Conference: iclr 2023 (main track)
Decision: Top-5%
Title: Learnable Graph Convolutional Attention Networks
Authors: Adrián Javaloy, Pablo Sanchez Martin, Amit Levi, Isabel Valera
Affiliations: Max Planck Institute for Intelligent Systems, Tübingen, Germany; Huawei Noah’s Ark Lab, Montreal, Canada; Department of Computer Science of Saarland University, Saarbrücken, Germany; Max Planck Institute for Software Systems, Saarbrücken, Germany
Conference: iclr 2023 (main track)
Keywords: GNN;GCN;GAT
Decision: Poster
Title: Mind the Gap: Offline Policy Optimization for Imperfect Rewards
Authors: Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
Affiliations: Shanghai Artificial Intelligence Laboratory, Shanghai, China; Tsinghua University, Beijing, China
Conference: iclr 2023 (main track)
Keywords: offline policy optimization;imperfect rewards;reward gap
Decision: Poster
Title: GNNDelete: A General Strategy for Unlearning in Graph Neural Networks
Authors: Jiali Cheng, George Dasoulas, Huan He, Chirag Agarwal, Marinka Zitnik
Affiliations: Harvard University; Adobe; University of Massachusetts Lowell
Conference: iclr 2023 (main track)
Keywords: Graph Unlearning;Graph Neural Networks;Knowledge Graphs;Graph Representation Learning;Data Deletion
Decision: Poster
Title: Flow Annealed Importance Sampling Bootstrap
Authors: Laurence Midgley, Vincent Stimper, Gregor Simm, Bernhard Schoelkopf, José Miguel Hernández Lobato
Affiliations: Max Planck Institute for Intelligent Systems; University of Cambridge; Max Planck Institute for Intelligent Systems, University of Cambridge; University of Cambridge, InstaDeep
Conference: iclr 2023 (main track)
Keywords: Normalizing flow;Boltzmann distribution;Boltzmann generator;Annealed Importance Sampling;Approximate Inference
Decision: Top-25%
Title: Efficient approximation of neural population structure and correlations with probabilistic circuits
Authors: Koosha Khalvati, Samantha Johnson, Stefan Mihalas, Michael Buice
Affiliations: Allen Institute, Seattle, WA 98109; University of Chicago, Chicago, IL 60637
Conference: iclr 2023 (main track)
Keywords: Computational neuroscience;Probabilistic circuits;Sum Product networks;AI for science
Decision: Poster
Title: Towards the Generalization of Contrastive Self-Supervised Learning
Authors: Weiran Huang, Mingyang Yi, Xuyang Zhao, Zihao Jiang
Affiliations: Huawei Noah’s Ark Lab; School of Mathematical Sciences, Peking University; Qing Yuan Research Institute, Shanghai Jiao Tong University
Conference: iclr 2023 (main track)
Keywords: deep learning theory;contrastive learning;generalization error
Decision: Poster
Title: Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding
Authors: Tianyang Hu, Zhili LIU, Fengwei Zhou, Wenjia Wang, Weiran Huang
Affiliations: Hong Kong University of Science and Technology (Guangzhou); Huawei Noah’s Ark Lab; Hong Kong University of Science and Technology; Qing Yuan Research Institute, Shanghai Jiao Tong University
Conference: iclr 2023 (main track)
Keywords: theoretical understanding;contrastive learning;stochastic neighbor embedding
Decision: Poster
Title: Multi-level Protein Structure Pre-training via Prompt Learning
Authors: Zeyuan Wang, Qiang Zhang, Shuang-Wei HU, Haoran Yu, Xurui Jin, Zhichen Gong, Huajun Chen
Affiliations: MindRank AI Ltd.; ZJU-Hangzhou Global Scientific and Technological Innovation Center; College of Chemical and Biological Engineering, Zhejiang University; College of Computer Science and Technology, Zhejiang University; ZJU-Hangzhou Global Scientific and Technological Innovation Center; AZFT Joint Lab for Knowledge Engine; East China Sea Laboratory; College of Computer Science and Technology, Zhejiang University; ZJU-Hangzhou Global Scientific and Technological Innovation Center; AZFT Joint Lab for Knowledge Engine; College of Computer Science and Technology, Zhejiang University; ZJU-Hangzhou Global Scientific and Technological Innovation Center; East China Sea Laboratory; Vecx Biomedicines Inc.; ZJU-Hangzhou Global Scientific and Technological Innovation Center; University College London
Conference: iclr 2023 (main track)
Keywords: protein representation learning;prompt learning;multi-task learning;multi-level structure
Decision: Poster
Title: DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
Authors: Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Wang, Zhiguo Wang, Bing Xiang
Affiliations: Carnegie Mellon University; AWS AI Labs, New York, USA
Conference: iclr 2023 (main track)
Keywords: knowledge base;question answering;information retrieval;semantic parsing
Decision: Poster