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编辑: ShuYini
校稿: ShuYini
时间: 2020-01-09
今年共收到的有效论文投稿超过 8800 篇，其中 7737 篇论文进入评审环节，最终收录数量为 1591 篇，收录率为 20.6%， 虽然今年 AAAI 论文收录率的分母要比去年的 7700 篇多上 1100 余篇，但是整体收录数量比去年的 1150 篇多出不少，因而最终的收录率比去年的 16.2% 高出了四个多百分点。下面是AAAI2020接受的论文列表，欢迎大家Ctrl+F进行搜索。
3849: Time-inconsistent Planning: Simple Motivation Is Hard to Find Fedor Fomin (University of Bergen); Torstein Strømme (University of Bergen)* 3858: Conclusion-Supplement Answer Generation for Non-Factoid Questions Makoto Nakatsuji (NTT)*; Sohei Okui (NTT)
3861: Dynamic Graph Representation for Occlusion Handling in Biometrics Min Ren (Center for Research on Intelligent Perception and Computing (CRIPAC), Institute of Automation, Chinese Academy of Sciences (CASIA), University of Chinese Academy of Sciences(UCAS))*; Yunlong Wang (Center for Research on Intelligent Perception and Computing (CRIPAC) National Laboratory of Pattern Recognition (NLPR) Institute of Automation, Chinese Academy of Sciences (CASIA) ); Zhenan Sun (Chinese of Academy of Sciences); Tieniu Tan (NLPR, China)
3862: Adversarial Fence Patrolling: Non-Uniform Policies for Asymmetric Environments Yaniv Oshrat (Bar-Ilan University)*; Noa Agmon (Bar-Ilan University); Sarit Kraus (Bar-Ilan University)
3868: Improving Neural Relation Extraction with Positive and Unlabeled Learning Zhengqiu He (Soochow University); Wenliang Chen (Soochow University)*; Yuyi Wang (ETH Zurich); Wei Zhang (Alibaba Group); Guanchun Wang (Laiye Startup); Min Zhang (Soochow University)
3879: Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature Bo Liu (NLPR-IA-CAS)*; Qiulei Dong (NLPR-IA-CAS); Zhanyi Hu (National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences)
3880: Resilient Logic Programs: Answer Set Programs Challenged by Ontologies Sanja Lukumbuzya (Vienna University of Technology)*; Magdalena Ortiz (TU Wien, Austria); Mantas Simkus (TU Vienna)
3881: Few Shot Network Compression via Cross Distillation Haoli Bai (The Chinese University of *)*; Jiaxiang Wu (Tencent AI Lab); Irwin King (The Chinese University of *); Michael Lyu (The Chinese University of *)
3888: Empirical Bounds on Linear Regions of Deep Rectifier Networks Thiago Serra (Bucknell University)*; Srikumar Ramalingam (University of Utah)
3896: SPAN: A Stochastic Projected Approximate Newton Method Xunpeng Huang (ByteDance. Inc); Xianfeng Liang (University of Science and Technology China); Zhengyang Liu (Bytedance); Lei Li (ByteDance AI Lab); Yue Yu (Tsinghua University)*; Yitan Li (ByteDance.Inc)
3901: Fine-Grained Machine Teaching with Attention Modeling Jiacheng Liu (Shanghai Jiao Tong University); Xiaofeng Hou (Shanghai Jiao Tong University); Feilong Tang (Shanghai Jiao Tong University)*
3906: Deep Reinforcement Learning for Active Human Pose Estimation Erik Gärtner (Lund University)*; Aleksis Pirinen (Lund University); Cristian Sminchisescu (Lund University)
3910: Robust Tensor Decomposition via Orientation Invariant Tubal Nuclear Norms Andong Wang (NanJing Univ. of Sci.&Tech.)*; Chao Li (RIKEN); Zhong Jin (Nanjing University of Science and Technology); Qibin Zhao (RIKEN AIP)
3914: Model Watermarking for Image Processing Networks Jie Zhang (University of Science and Technology in China); Dongdong Chen (Microsoft Cloud AI)*; Jing Liao (City University of *); Han Fang (University of Science and Technology of China); Weiming Zhang (University of Science and Technology of China); Wenbo Zhou (University of Science and Technology of China); Hao Cui (University of Science and Technology of China); Nenghai Yu (University of Science and Technology of China)
3919: Learning Multi-level Dependencies for Robust Word Recognition Zhiwei Wang (Michigan State University)*; Hui Liu (Michigan State University); Jiliang Tang (Michigan State University); Yan Huang (TAL Education Group); Zitao Liu (TAL AI Lab)
3924: Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification Guile Wu (Queen Mary University of London)*; Xiatian Zhu (Samsung AI Centre, Cambridge); Shaogang Gong (Queen Mary University of London)
3925: Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation Hengyi Cai (Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences)*; Hongshen Chen (JD.com); Cheng Zhang (Institute of Computing Technology, Chinese Academy of Sciences;); Yonghao Song (Institute of Computing Technology, Chinese Academy of Sciences); Xiaofang Zhao (Institute of Computing Technology, Chinese Academy of Sciences); Yangxi Li (National Computer network Emergency Response technical Team/Coordination Center of China); Dongsheng Duan (National Computer network Emergency Response technical Team/Coordination Center of China); Dawei Yin (JD.com)
3933: Efficient Neural Architecture Search via Proximal Iterations Quanming Yao (4Paradigm)*; Ju Xu (Peking University); Wei-Wei Tu (4Paradigm Inc.); Zhanxing Zhu (Peking University)
3934: FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing Yu Dong (Shenzhen Institutes of Advanced Technology of the Chinese Academy of Science); Yihao Liu (University of Chinese Academy of Sciences); He Zhang (Rutgers); Yu Qiao (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Shifeng Chen (SIAT)*
3935: Multi-instance Multi-label Action Recognition and Localization Based on Spatio-Temporal Pre-trimming for Untrimmed Videos Xiao-Yu Zhang (Institute of Information Engineering, Chinese Academy of Sciences)*; Haichao Shi (Institute of Information Engineering, Chinese Academy of Sciences); Changsheng Li (University of Electronic Science and Technology of China); Peng Li (China University of Petroleum (East China))
3936: Incorporating Expert-based Investment Opinion Signals in Stock Prediction: A Deep Learning Framework Heyuan Wang (Key Lab of High Confidence Software Technologies(MOE), School of EECS, Peking University)*; Tengjiao Wang (Key Lab of High Confidence Software Technologies(MOE), School of EECS, Peking University); Yi Li (Key Lab of High Confidence Software Technologies(MOE), School of EECS, Peking University)
3940: Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach Yu Zheng (Southwestern University of Finance and Economics); Bowei Chen (University of Glasgow); Timothy Hospedales (Edinburgh University); Yongxin Yang (University of Edinburgh )*
3951: An Operational Semantics for True Concurrency in BDI Agent Systems Lavindra de Silva (University of Cambridge)*
3953: Be Relevant, Non-redundant, Timely: Deep Reinforcement Learning for Real-time Event Summarization Min Yang ( Chinese Academy of Sciences)*; Chengming Li (Chinese Academy of Sciences); Fei Sun (Alibaba Group); Zhou Zhao (Zhejiang University); Ying Shen (Peking University Shenzhen Graduate School); Chenglin Wu (fuzhi.ai)
3955: Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification Liang Li (School of Software, Tsinghua University); Weirui Ye (Tsinghua University); Mingsheng Long (Tsinghua University)*; Yateng Tang ( Tencent Inc.); Jin Xu (Tencent Inc.); Jianmin Wang (“Tsinghua University, China”)
3962: Multi-Agent Actor-Critic with Hierarchical Graph Attention Network Heechang Ryu (KAIST)*; Hayong Shin (KAIST); Jinkyoo Park (KAIST)
3970: Interactive Dual Generative Adversarial Networks for Image Captioning Junhao Liu (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Kai Wang (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Chunpu Xu (Huazhong University of Science and Technology); Zhou Zhao (Zhejiang University); Ruifeng Xu (Harbin Institute of Technology (Shenzhen)); Ying Shen (Peking University Shenzhen Graduate School); Min Yang ( Chinese Academy of Sciences)*
3989: An Empirical Study of Content Understanding in Conversational Question Answering Ting-Rui Chiang (National * University)*; Hao-Tong Ye (National * University); Yun-Nung Chen (National * University)
4000: Learning Triple Embeddings from Knowledge Graphs Valeria Fionda (DeMACs, University of Calabria)*; Giuseppe Pirrò (Uniuversity of Rome “La Sapienza”)
4001: Unified Graph and Low-rank Tensor Learning for Multi-view Clustering Jianlong Wu (Shandong University)*; Xingyu Xie (Peking University); Liqiang Nie (Shandong University ); Zhouchen Lin (Peking University); Hongbin Zha (Peking University, China)
4003: Relatedness and TBox-Driven Rule Learning in Large Knowledge Bases Giuseppe Pirrò (Uniuversity of Rome “La Sapienza”)*
4005: Algorithms for Manipulating Sequential Allocation Mingyu Xiao (University of Electronic Science and Technology of China)*; Jiaxing Ling (UESTC)
4006: ElixirNet: Relation-aware Network Architecture Adaptation for Medical Lesion Detection ChenHan Jiang (Noah’s Ark Lab, Huawei Inc.); Shaoju Wang (Sun Yat-sen University); Xiaodan Liang (Sun Yat-sen University)*; Hang Xu (Huawei Noah’s Ark Lab); Nong Xiao (Sun Yat-sen University)
4015: Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation Pengjie Ren (University of Amsterdam)*; Zhumin Chen (Shandong University); Christof Monz (University of Amsterdam); Jun Ma (Shandong University); Maarten de Rijke (University of Amsterdam)
4016: Efficient Residual Dense Block Search for Image Super-Resolution Dehua Song (Huawei Noah’s Ark Lab)*; Chang Xu (University of Sydney); Xu Jia (Huawei Noah’s Ark Lab); Yiyi Chen (Huawei); Chunjing Xu (Huawei Noah’s Ark Lab); Yunhe Wang (Huawei Noah’s Ark Lab)
4018: Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering Jian Wang (South China University of Technology)*; Junhao Liu (University of the Chinese Academy of Sciences); Wei Bi (Tencent AI Lab); Xiaojiang Liu (Tencent AI Lab); Kejing He (South China University of Technology); Ruifeng Xu (Harbin Institute of Technology (Shenzhen)); Min Yang ( Chinese Academy of Sciences)
4020: ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion Feihu Che (National Laboratory of Pattern Recognition, CASIA; School of Artificial Intelligence, University of Chinese Academy of Sciences)*; Dawei Zhang (National Laboratory of Pattern Recognition, CASIA); Jianhua Tao (National Laboratory of Pattern Recognition, CASIA; School of Artificial Intelligence, University of Chinese Academy of Sciences; CAS Center for Excellence in Brain Science and Intelligence Technology); Mingyue Niu (National Laboratory of Pattern Recognition, CASIA; School of Artificial Intelligence, University of Chinese Academy of Sciences); Bocheng Zhao (National Laboratory of Pattern Recognition, CASIA; School of Artificial Intelligence, University of Chinese Academy of Sciences)
4021: A Variational Perturbative Approach to Planning in Graph-based Markov Decision Processes Dominik Linzner (TU Darmstadt)*; Heinz Koeppl (TU Darmstadt)
4022: DGCN: Dynamic Graph Convolutional Network for Efficient Multi-Person Pose Estimation Zhongwei Qiu (University of Science and Technology Beijing); Kai Qiu (Microsoft Research)*; Jianlong Fu (Microsoft Research); Dongmei Fu (University of Science and Technology Beijing)
4023: A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound Gal Dalal (Technion)*; Balazs Szorenyi (Yahoo Research); Gugan Thoppe (Duke University)
4027: Do not have enough data? Deep learning to the rescue! Ateret Anaby-Tavor (IBM Research); Boaz Carmeli (IBM Research)*; Esther Goldbraich (IBM Research ); Amir Kantor (IBM Research); George Kour (IBM Research ); Segev Shlomov (IBM Research); Naama Tepper (IBM Research); Naama Zwerdling (IBM Research)
4029: Visualizing Deep Networks by Optimizing with Integrated Gradients Zhongang Qi (Oregon State University)*; Saeed Khorram (Oregon State University); Li Fuxin (Oregon State University)
4037: Diversity Transfer Network for Few-Shot Learning Mengting Chen (Huazhong University of Science and Technology); Yuxin Fang (Huazhong University of Science and Technology); Xinggang Wang (Huazhong University of Science and Technology); Heng Luo (Horizon Robotics, Inc.); Yifeng Geng (Horizon Robotics, Inc.); Xinyu Zhang (Independent Researcher); Chang Huang (Horizon Robotics); Wenyu Liu (Huazhong University of Science and Technology)*; Bo Wang (Vector Institute)
4042: Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments Zhen-Liang Ni (Institute of Automation, Chinese Academy of Sciences)*; Gui-Bin Bian (Institute of Automation, Chinese Academy of Sciences); Guan’an Wang (CASIA); Xiaohu Zhou (CASInstitute of Automation, Chinese Academy of Sciences); Zengguang Hou (Chinese Academy of Sciences); HuaBin Chen (Institute of Automation, Chinese Academy of Sciences); Xiaoliang Xie (Institute of Automation, Chinese Academy of Sciences)
4046: Apprenticeship Learning via Frank-Wolfe Tom Zahavy (Technion, Google)*; Alon Cohen (); Haim Kaplan (TAU, GOOGLE); Yishay Mansour (Tel Aviv University and Google Research)
4055: Gait Recognition for Co-existing Multiple People Using Millimeter Wave Sensing meng zhen (Beijing University of Posts and Telecommunications); Fu Song (Beijing University of Posts and Telecommunications); Jie Yan (Beijing University of Posts and Telecommunications); Hongyuan Liang (Beijing University of Posts and Telecommunications); Anfu Zhou ( Beijing University of Posts and Telecommunications)*; Shilin Zhu (UCSD); Huadong Ma (Beijing University of Posts and Telecommunications); Jianhua Liu (OPPO); Ning Yang (OPPO)
4058: Variational Adversarial Kernel Learned Imitation Learning Fan Yang (University at Buffalo); Alina Vereshchaka (University at Buffalo); Yufan Zhou (University at Buffalo); Changyou Chen (University at Buffalo); Wen Dong (SUNY Buffalo)*
4059: AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation
Weiting Huang (Beijing University of Posts and Telecommunications)*; Pengfei Ren (Beijing University of Posts and Telecommunications); Jingyu Wang (Beijing University of Posts and Telecommunications); Qi Qi (Beijing University of Posts and Telecommunications); haifeng sun (beijing university of posts and telecommunications)
4063: Human Synthesis and Scene Compositing Mihai Zanfir (IMAR); Elisabeta Oneata (IMAR)*; Alin-Ionut Popa (IMAR); Andrei Zanfir (Google); Cristian Sminchisescu (Lund University)
4068: Bidding in Smart Grid PDAs: Theory, Analysis and Strategy Susobhan Ghosh (Machine Learning Laboratory, International Institute of Information Technology, Hyderabad)*; Sujit Gujar (Machine Learning Laboratory, International Institute of Information Technology, Hyderabad); Praveen Paruchuri (IIIT Hyderabad); Easwar Subramanian (Tata Consultancy Services Limited); Sanjay P. Bhat (Tata Consultancy Services Limited)
4069: Learning Part Generation and Assembly for Structure-aware Shape Synthesis Jun Li (National University of Defense Technology); Chengjie Niu (National University of Defense Technology); Kai Xu (National University of Defense Technology)*
4073: Consistent Video Style Transfer via Compound Regularization Wenjing Wang (Peking University)*; Jizheng Xu (Bytedance Inc.); Li Zhang (Bytedance Inc.); Yue Wang (Beijing ByteDance Technology Co., Ltd.); Jiaying Liu (Peking University)
4075: Shape-Oriented Convolution Neural Network for Point Cloud Analysis Chaoyi Zhang (University of Sydney)*; Yang Song (University of New South Wales); Lina Yao (University of New South Wales); Weidong Cai (University of Sydney)
4078: A Three-Level Optimization Model for Nonlinearly Separable Clustering Liang Bai (Shanxi University, China)*; Jiye Liang (Shanxi University)
4084: EHSOD: CAM-Guided End-to-end Hybrid-Supervised Object Detection with Cascade Refinement Linpu Fang (South China University of Technology); Hang Xu (Huawei Noah’s Ark Lab)*; Zhili LIU (Huawei); Sarah Parisot (Huawei Noah’s Ark Lab ); Zhenguo Li (Huawei Noah’s Ark Lab)
4096: SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection Lewei Yao (Huawei Noah’s Ark Lab); Hang Xu (Huawei Noah’s Ark Lab)*; Wei Zhang (Noah’s Ark Lab, Huawei Inc.); Xiaodan Liang (Sun Yat-sen University); Zhenguo Li (Huawei Noah’s Ark Lab)
4098: HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Chao Chen (zhejiang university)*; Zhihang Fu (Alibaba Group); Zhihong Chen (Zhejiang University); Sheng Jin (Harbin Institute of Technology); Zhaowei Cheng (Zhejiang University); Xinyu Jin (zhejiang university); Xian-Sheng Hua (Alibaba Group)
4101: Residual Continual Learning Janghyeon Lee (KAIST)*; Donggyu Joo (KAIST); Hyeong Gwon Hong (KAIST); Junmo Kim (KAIST)
4127: Beyond Trees: Analysis and Convergence of Belief Propagation in Graphs with Multiple Cycles Roie Zivan (BGU)*; Omer Lev (Ben-Gurion University); Rotem Galiki (BGU)
4128: Dynamic Embedding on Textual Networks via a Gaussian Process Pengyu Cheng (Duke University)*; Yitong Li (Duke University); Xinyuan Zhang (Duke University); Liqun Chen (Duke University); David Carlson (Duke University); Lawrence Carin Duke (CS)
4133: Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li (Peking University)*; Nan Duan (Microsoft Research); Yuejian Fang (Peking University); Ming Gong (Microsoft Research and AI Group); Daxin Jiang (Microsoft, Beijing, China)
4139: Reinforcement Learning with Perturbed Rewards Jingkang Wang (University of Toronto); Yang Liu (UCSC); Bo Li (University of Illinois at Urbana–Champaign)*
4140: Efficient Inference of Optimal Decision Trees Florent Avellaneda (CRIM)*
4152: Multi-Zone Unit for Recurrent Neural Networks Fandong Meng (Tencent WeChat AI - Pattern Recognition Center Tencent Inc.)*; Jinchao Zhang (Tencent); Yang Liu (Tsinghua University); Jie Zhou (Tencent)
4154: Proportional Belief Merging Adrian Haret (TU Wien); Martin Lackner (TU WIen); Andreas Pfandler (University of Siegen); Johannes Peter Wallner (Vienna University of Technology)*
4174: Correcting Predictions for Approximate Bayesian Inference Tomasz Kuśmierczyk (University of Helsinki)*; Joseph Sakaya (University of Helsinki); Arto Klami (University of Helsinki)
4182: Efficiently Enumerating Substrings with Statistically Significant Frequencies of Locally Optimal Occurrences in Gigantic String Atsuyoshi Nakamura (Hokkaido University)*; Ichigaku Takigawa (RIKEN); Hiroshi Mamitsuka (“Kyoto University, Japan”)
4189: Visual Dialogue State Tracking for Question Generation Wei Pang (BUPT); Xiaojie Wang (Beijing University of Posts and Telecommunications)*
4191: Representing Closed Transformation Paths in Encoded Network Latent Space Marissa Connor (Georgia Tech)*; Christopher Rozell (Georgia Institute of Technology)
4193: CG-GAN: An Interactive Evolutionary GAN-based Approach for Facial Composite Generation Nicola Zaltron (IT University of Copenhagen); Luisa Zurlo (IT University of Copenhagen); Sebastian Risi (IT University of Copenhagen)*
4196: Efficient Querying from Weighted Binary Codes Zhenyu Weng (Peking University Shenzhen Graduate School)*; Yuesheng Zhu (Peking University Shenzhen Graduate School)
4206: Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection In Task Oriented Dialog Varun Prashant Gangal (Carnegie Mellon University)*; Abhinav Arora (Facebook); Arash Einolghozati (Facebook); Sonal Gupta (Facebook)
4209: Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach Syrine Belakaria (Washington State university)*; Aryan Deshwal (Washington state university); Janardhan Rao Doppa (Washington State University)
4216: Hierarchically Clustered Representation Learning Su-Jin Shin (KAIST); Kyungwoo Song (KAIST); Il-Chul Moon (KAIST)*
4232: Deep Conservative Policy Iteration Nino Vieillard (Google Research)*; Olivier Pietquin (Google Research - Brain Team); Matthieu Geist (Google Brain)
4234: Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network Wenxiang Jiao (The Chinese University of *)*; Michael Lyu (The Chinese University of *); Irwin King (The Chinese University of *)
4239: Exploratory Combinatorial Optimization with Reinforcement Learning Thomas Barrett (University of Oxford)*; William Clements (Unchartech); Jakob Foerster (Facebook AI Research); Alexander Lvovsky (Oxford University)
4249: Privacy Enhanced Multimodal Neural Representations for Emotion Recognition Mimansa Jaiswal (University of Michigan)*; Emily Mower Provost (University of Michigan)
4253: Election Control in Social Networks via Edge Addition or Removal Matteo Castiglioni (Politecnico di Milano)*; Diodato Ferraioli (Università di Salerno); Nicola Gatti (Politecnico di Milano)
4254: Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction Vishal Jain (Mila, McGill University)*; Liam Fedus (Google); Hugo Larochelle (Google); Doina Precup (McGill University); Marc G. Bellemare (Google Brain)
4255: Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking Timo Schick (Ludwig-Maximilians-Universität München)*; Hinrich Schütze (Ludwig-Maximilian University Munich)
4262: On the Problem of Covering a 3-D Terrain Eduard Eiben (Royal Holloway, University of London); Isuru Godage (DePaul University); Iyad Kanj (DePaul University, Chicago)*; Ge Xia (Lafayette College)
4270: Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning Yingru Liu (Stony * University); Xuewen Yang (Stony * University); Dongliang Xie (Beijing University of Posts and Telecommunications)*; Xin Wang (Department of Electrical and Computer Engineering, State of New York University at Stony *); Li Shen (Tencent AI Lab); Hao-Zhi Huang (Tencent AI Lab); Niranjan Balasubramanian (stony *)
4282: Robust Market Equilibria with Uncertain Preferences Riley Murray (California Institute of Technology)*; Christian Kroer (Columbia University); Alex Peysakhovich (Facebook AI); Parikshit Shah (Facebook)
4283: Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy Ramtin Keramati (Stanford University)*; Christoph Dann (Carnegie Mellon University); Alex Tamkin (Stanford University); Emma Brunskill (Stanford University)
4289: Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Xian Yeow Lee (Iowa State University)*; Sambit Ghadai (Iowa State University); Kai Liang Tan (Iowa State University); Chinmay Hegde (New York University); Soumik Sarkar (Iowa State University)
4292: Ensembles of Locally Independent Prediction Models Andrew Ross (Harvard University)*; Weiwei Pan (Harvard University); Leo Celi (MIT); Finale Doshi-Velez (Harvard)
4296: Learning Counterfactual Representations for Estimating Individual Dose-Response Curves Patrick Schwab (ETH Zurich)*; Lorenz Linhardt (ETH Zurich); Stefan Bauer (ETH Zurich); Joachim Buhmann (ETH Zurich); Walter Karlen (ETH Zurich)
4297: Modelling Sentence Pairs via Reinforcement Learning: An Actor-Critic Approach to Learn the Irrelevant Words MAHTAB AHMED (The University of Western Ontario)*; Robert Mercer (The University of Western Ontario)
4299: When AWGN-based Denoiser Meets Real Noises Yuqian Zhou (UIUC)*; Jianbo Jiao (University of Oxford); Haibin Huang (Megvii Technology); Yang Wang (Stony * University); jue wang (Megvii Technology); Honghui Shi (IBM | UIUC | Oregon); Thomas Huang (UIUC)
4300: Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection Zhou Zhou (Virginia Tech)*; Lingjia Liu (Virginia Tech); Vikram Chandrasekhar (Samsung Research America); Jianzhong Zhang (Samsung Research America); Yang Yi (Virginia Tech)
4304: Improving Context-Aware Neural Machine Translation Using Self-Attentive Sentence Embedding Hyeongu Yun (Seoul National University); Yongkeun Hwang (Seoul National University); Kyomin Jung (Seoul National University)*
4305: Event-Driven Continuous Time Bayesian Networks Debarun Bhattacharjya (IBM Research)*; Karthikeyan Shanmugam (IBM Research NY); Tian Gao (IBM Research); Nicholas Mattei (Tulane University); Kush Varshney (IBM Research); Dharmashankar Subramanian (IBM Research)
4321: Forgetting an Argument Ringo Baumann (University of Leipzig)*; Odinaldo Rodrigues (KCL); Dov Gabbay (King’s College London)
4327: Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles Shayok Chakraborty (Florida State University, USA)*
4330: Improving Policies via Search in Cooperative Partially-Observable Games Adam Lerer (Facebook AI Research); Hengyuan Hu (Facebook); Jakob Foerster (Facebook AI Research); Noam Brown (Facebook AI Research)*
4332: Gromov-Wasserstein Factorization Models for Graph Clustering Hongteng Xu (Duke University)*
4335: HDDL: An Extension to PDDL for Expressing Hierarchical Planning Problems Daniel Höller (Ulm University)*; Gregor Behnke (Ulm University); Pascal Bercher (Ulm University); Susanne Biundo (Ulm University); Humbert Fiorino (LIG, Université Grenoble-Alpes); Damien Pellier (LIG, Université Grenoble- Alpes); Ron Alford (MITRE)
4346: Deep Message Passing on Sets Yifeng Shi (University of North Carolina at Chapel Hill)*; Junier Oliva (UNC-Chapel Hill); Marc Niethammer (UNC)
4347: Embedding Compression with Isotropic Iterative Quantization Siyu Liao ()*; Jie Chen (IBM Research); Yanzhi Wang (Northeastern University); Qinru Qiu (Syracuse University); bo yuan (rutgers university)
4350: Controlling Neural Machine Translation Formality with Synthetic Supervision Xing Niu (University of Maryland)*; Marine Carpuat (University of Maryland)
4351: Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework Aryan Deshwal (Washington state university)*; Syrine Belakaria (Washington State university); Janardhan Rao Doppa (Washington State University); Alan Fern (Oregon State University)
4359: Grammar Filtering For Syntax-Guided Synthesis Kairo Morton (George School); William Hallahan (Yale University); Elven Shum (Deerfield Academy); Ruzica Piskac (Yale University); Mark Santolucito (Yale University)*
4363: A Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation Rumeng Li (Umass); Xun Wang (Umass)*; Hong Yu (University of Massachusetts lowell)
4369: Deception through Half-Truths Andrew Estornell (Washington University in St Louis)*; Sanmay Das (Washington University in St. Louis); Yevgeniy Vorobeychik (Washington University in St. Louis)
4370: Dempster-Shafer Theoretic Learning of Indirect Speech Act Comprehension Norms Ruchen Wen (Colorado School of Mines)*; Thomas Williams (Colorado School of Mines); Mohammed Aun Siddiqui (Colorado School of Mines)
4372: Active learning on the geometric block model Eli Chien (UIUC)*; Antonia Tulino (University of Napoli & Nokia Bell-Labs); Jaime Llorca (Nokia Bell-Labs)
4374: Self-Supervised Learning for Generalizable Out-of-Distribution Detection Sina Mohseni (Texas A&M University)*; Mandar Pitale (NVIDIA); JBS Yadawa (NVIDIA); Zhangyang Wang (TAMU)
4387: Motif-matching based Subgraph-level Attentional Convolution Network for Graph Classification Hao Peng (Beihang University)*; Jianxin Li (Beihang University); Qiran Gong (Beihang University); Yuanxing Ning (Beihang University); Senzhang Wang (Nanjing University of Aeronautics and Astronautics); Lifang He (Lehigh University)
4389: The Surprising Power of Hiding Information in Facility Location Evi Micha (University of Toronto); Safwan Hossain (University of Toronto); Nisarg Shah (University of Toronto)*
4391: Zero Shot Learning with the Isoperimetric Loss Shay Deutsch (University of California, Los Angeles)*; Stefano Soatto (UCLA); Andrea Bertozzi (UCLA)
4398: Adaptive Double Exploration Tradeoff for Outlier Detection Xiaojin Zhang (CUHK)*; Honglei Zhuang (Google Research); Shengyu Zhang (Tencent); Yuan Zhou (UIUC)
4399: IPO: Interior-point Policy Optimization under Constraints Yongshuai Liu (University of California, Davis)*; Jiaxin Ding (University of California, Davis); Xin Liu ()
4403: Can We Predict the Election Outcome from Sampled Votes? Evi Micha (University of Toronto)*; Nisarg Shah (University of Toronto)
4405: TBCNs: Taylor Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs Yuan Hu (Beihang University)*; Chunlei Liu (Beihang University); Wenrui Ding (Beihang University)
4406: GaSPing for Utility Mengyang Gu (University of California, Santa Barbara); Debarun Bhattacharjya (IBM Research)*; Dharmashankar Subramanian (IBM Research)
4409: Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series Tan Zhi-Xuan (Massachusetts Institute of Technology); Desmond Ong (ASTAR Artificial Intelligence Initiative); Harold Soh (National University of Singapore)
4411: M3ER: Multiplicative Multimodal Emotion Recognition Using Facial, Textual, and Speech Cues Trisha Mittal (University of Maryland)*; Uttaran Bhattacharya (University of Maryland, College Park); Rohan Chandra (University of Maryland); Aniket Bera (The University of North Carolina at Chapel Hill); Dinesh Manocha (UMD)
4412: CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning Daojian Zeng (csust); Haoran Zhang (CSUST/UIUC)*; Qianying Liu (Kyoto University)
4415: Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Mozhi Zhang (University of Maryland)*; Yoshinari Fujinuma (University of Colorado); Jordan Boyd-Graber (University of Maryland)
4419: The Choice Function Framework for Online Policy Improvement Murugeswari Issakkimuthu (Oregon State University)*; Alan Fern (Oregon State University); Prasad Tadepalli (Oregon State University)
4420: LATTE: Latent Type Modeling for Biomedical Entity Linking Ming Zhu (Virginia Tech)*; Busra Celikkaya (Amazon); Parminder Bhatia (Amazon); Chandan K Reddy (Virginia Tech)
4422: Discriminative Adversarial Domain Adaptation Hui Tang (South China University of Technology)*; Kui Jia (South China University of Technology)
4423: Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation Aditya Siddhant (Google Research)*; Melvin Johnson (Google); Henry Tsai (Google); Naveen Ari (Google); Ankur Bapna (Google Research); Orhan Firat (Google ); Jason Riesa (Google); Karthik Raman (Google Research)
4425: 3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training Yu Cheng (National University of Singapore)*; Bo Yang (Tencent America); Bo Wang (Tencent America); Robby Tan (Yale-NUS College)
4427: COBRA: Context-Aware Bernoulli Neural Networks for Reputation Assessment Leonit Zeynalvand (Nanyang Technological University)*; Tie Luo (Missouri University of Science and Technology); Jie Zhang (Nanyang Technological University)
4430: Subset Selection by Pareto Optimization with Recombination Chao Qian (Nanjing University)*; Chao Bian (Nanjing University); Chao Feng (University of Science and Technology of China)
4431: MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs Mengxiao Zhu (Beihang Univerisity)*; Haogang Zhu (Beihang University)
4433: Neural Snowball for Few-Shot Relation Learning Tianyu Gao (Tsinghua University)*; Xu Han (Tsinghua University); Ruobing Xie (Search Product Center, WeChat Search Application Department, Tencent); Zhiyuan Liu (Tsinghua University); Fen Lin (Tencent); Leyu Lin (Tencent); Maosong Sun (Tsinghua University)
4434: Diversified Interactive Recommendation with Implicit Feedback Yong Liu (Nanyang Technological University)*; Yingtai Xiao (University of Science and Technology of China); Qiong Wu (Nanyang Technological University); Chunyan Miao (NTU); Juyong Zhang (University of Science and Technology of China); Binqiang Zhao (Alibaba); Haihong Tang (Alibaba Group)
4442: Transfer Reinforcement Learning using Output-Gated Working Memory Arthur Williams (Middle Tennessee State University)*; Joshua Phillips (Middle Tennessee State University)
4445: Bivariate Beta-LSTM Kyungwoo Song (KAIST)*; JoonHo Jang (KAIST); Seung jae Shin (KAIST); Il-Chul Moon (KAIST)
4456: Communication, Distortion, and Randomness in Metric Voting David Kempe (USC)*
4466: Adversarially Robust Distillation Micah Goldblum (University of Maryland)*; liam fowl (umd); Soheil Feizi (University of Maryland); Tom Goldstein (University of Maryland, College Park)
4471: Asymptotically Unambitious Artificial General Intelligence Michael Cohen (Australian National University)*; Badri Vellambi (University of Cincinatti); Marcus Hutter (Australian National University)
4475: Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction Haozhe Wu (Tsinghua University)*; Zhiyuan Hu (Tsinghua University); Jia Jia (Tsinghua University); Yaohua Bu (Tsinghua University); Xiangnan He (University of Science and Technology of China); Tat-Seng Chua (National Univ. of Singapore)
4477: RoboCoDraw: Robotic Avatar Drawing with GAN-based Style Transfer and Time-efficient Path Optimization Tianying Wang (Agency for Science, Technology and Research (ASTAR)); Wei Qi Toh (ASTAR); hao zhang (AStar); Xiuchao Sui (AAI Initiative); Shaohua Li (IHPC, AStar); Yong Liu (IHPC); Wei Jing (ASTAR)
4481: Generative Continual Concept Learning Mohammad Rostami (University of Pennsylvania)*; Soheil Kolouri (HRL Laboratories LLC); Praveen Pilly (HRL Laboratories LLC); James McClelland (Stanford University)
4483: Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States Yunan Ye (Zhejiang University)*; Hengzhi Pei (Fudan University); Boxin Wang (University of Illinois at Urbana- Champaign); Pin-Yu Chen (IBM Research); Yada Zhu (IBM Research); Jun Xiao (Zhejiang University); Bo Li (University of Illinois at Urbana–Champaign)
4484: CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion Xinjing Cheng (Baidu Research)*; Peng Wang (Baidu USA LLC); Chenye Guan (Baidu); Yang Ruigang (Baidu)
4492: Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns YooJung Choi (UCLA)*; Golnoosh Farnadi (Polytechnique Montreal); Behrouz Babaki (Polytechnique Montreal); Guy Van den Broeck (UCLA)
4495: Robust Self-weighted Multi-view Projection Clustering Beilei Wang (Northwest University); Yun Xiao (NorthWest University)*; Zhihui Li (University of New South Wales); Xuanhong Wang (Xi’an University of Posts & Telecommunications); Xiaojiang Chen (NorthWest University); Dingyi Fang (NorthWest University)
4499: Differentiable Reasoning on Large Knowledge Bases and Natural Language Pasquale Minervini (University College London)*; Matko Bošnjak (DeepMind / UCL); Tim Rocktäschel (Facebook AI Research & University College London); Sebastian Riedel (UCL); Edward Grefenstette (Facebook AI Research)
4500: EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks Jinduo Liu (Beijing University of Technology)*; Junzhong Ji (Beijing University of Technolo); Guangxu Xun (University of Virginia); Liuyi Yao (University at Buffalo, USA); Mengdi Huai (University of Virginia); Aidong Zhang (University of Virginia)
4504: Alternating Language Modeling for Cross-Lingual Pre-Training Jian Yang (BeiHang University)*; Shuming Ma (Microsoft Research Asia); Dongdong Zhang (Microsoft Research Asia); ShuangZhi Wu (Harbin Institute of Technology); Zhoujun Li (Beihang University); Ming Zhou (Microsoft Research)
4514: CGD: Multi-view Clustering via Cross-view Graph Diffusion Chang Tang (China University of Geosciences)*; Xinwang Liu (National University of Defense Technology); Xinzhong Zhu (Zhejiang Normal University); En Zhu (National University of Defense Technology); Zhigang Luo (National University of Defense Technology); Wen Gao (PKU)
4519: Tweedie-Hawkes Processes: Interpreting the Phenomena of Outbreaks Tianbo Li (Nanyang Technological University)*; Yiping Ke (Nanyang Technological University)
4535: Multi-type Self-attention Guided Degraded Saliency Detection ziqi zhou (Tianjin University); Zheng Wang (Tianjin University)*; Huchuan Lu (Dalian University of Technology); Song Wang (University of South Carolina); Meijun Sun (Tianjin University)
4545: RIS-GAN: Explore Residual and Illumination with Generative Adversarial Networks for Shadow Removal Ling Zhang (Wuhan University of Science and Technology); Chengjiang Long (Kitware lnc)*; Xiaolong Zhang (Wuhan University of Science and Technology); Chunxia Xiao (Wuhan University)
4548: Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis Bing Cao (Xidian University); Han Zhang (University of North Carolina at Chapel Hill)*; Nannan Wang (Xidian University); Xinbo Gao (Xidian University); Dinggang Shen (UNC)
4552: Online Knowledge Distillation with Diverse Peers Defang Chen (Zhejiang University); Jian-Ping Mei (Zhejiang University of Technology)*; Can Wang (Zhejiang University, China); Yan Feng (Zhejiang University); Chun Chen (Zhejiang University)
4560: Rule-Guided Compositional Representation Learning on Knowledge Graphs Guanglin Niu (Beihang University); Yongfei Zhang (Beihang University)*; Bo Li (Beihang University); Peng Cui (Tsinghua University); si liu (Beihang University); Jingyang Li (Beihang University); Xiaowei Zhang (Qingdao University)
4566: Feature Deformation Meta-Networks in Image Captioning of Novel Objects Tingjia Cao (Fudan University)*; Ke Han (Fudan University); Xiaomei Wang (Fudan University); Lin Ma (Tencent AI Lab); Yanwei Fu (Fudan University); Yu-Gang Jiang (Fudan University); Xiangyang Xue (Fudan University)
4588: Co-GCN for Multi-View Semi-Supervised Learning Shu Li (Nanjing Univesity)*; Wen-Tao Li (Nanjing University); Wei Wang (Nanjing University)
4599: Object-Oriented Dynamics Learning through Multi-Level Abstraction Guangxiang Zhu (Tsinghua university)*; Jianhao Wang (Tsinghua University); Zhizhou Ren (Tsinghua University); Zichuan Lin (Tsinghua University); Chongjie Zhang (Tsinghua University)
4601: Pyramid Constrained Self-Attention Network for Fast Video Salient Object Detection Yuchao Gu (Nankai University); Lijuan Wang (Nankai University); Ziqin Wang (Xi’an Jiaotong University); Yun Liu (Nankai University); Ming-Ming Cheng (Nankai University)*; Shao-Ping Lu (Nankai University)
4613: Explicit Sentence Compression for Neural Machine Translation Zuchao Li (Shanghai Jiao Tong University)*; Rui Wang (National Institute of Information and Communications Technology); Kehai Chen (National Institute of Information and Communications Technology); Masao Utiyama
(National Institute of Information and Communications Technology); Eiichiro Sumita (National Institute of Information and Communications Technology); Zhuosheng Zhang (Shanghai Jiao Tong University); Hai Zhao (Shanghai Jiao Tong University)
4617: Online Second Price Auction with Semi-bandit Feedback Under the Non-Stationary Setting Haoyu Zhao (Tsinghua University)*; Wei Chen (Microsoft)
4623: Gradient Method for Continuous Influence Maximization with Budget-Saving Considerations Wei Chen (Microsoft)*; Weizhong Zhang (Tsinghua University); Haoyu Zhao (Tsinghua University)
4630: Universal Adversarial Training Ali Shafahi (University of Maryland)*; Mahyar Najibi (University of Maryland); Zheng Xu (Univ. of Maryland); John Dickerson (University of Maryland); Larry Davis (University of Maryland); Tom Goldstein (University of Maryland, College Park)
4633: Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition Mohammed Haroon Dupty (National University of Singapore)*; Zhen Zhang (NUS); Wee Sun Lee (National University of Singapore)
4640: Differentiable Algorithm for Marginalising Changepoints Hyoungjin Lim (KAIST)*; Gwonsoo Che (KAIST); Wonyeol Lee (KAIST); Hongseok Yang (KAIST)
4646: Graph-propagation based Correlation Learning for Weakly Supervised Fine-grained Image Classification zhihui wang (Dalian University of Technology); Shijie Wang (Dalian University of Technology); Haojie Li (Dalian University of Technology)*; Zhi Dou (Dalian University of Technology); Wei Zhong (Dalian University of Technology); Jianjun Li (Hangzhou Dianzi University)
4651: Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation Jogendra Nath Kundu (Indian Institute of Science)*; Siddharth Seth (Indian Institute of Science); Rahul M V (Carnegie Mellon University); Mugalodi Rakesh (Indian Institute of Science); Venkatesh Babu RADHAKRISHNAN (Indian Institute of Science); Anirban Chakraborty (Indian Institute of Science)
4656: Generating Well-formed Answers by Machine Reading with Stochastic Selector Networks Bin Bi (Alibaba Group)*; Chen Wu (Alibaba Group); Ming Yan (Alibaba Group); Wei Wang (Alibaba Group); Jiangnan Xia (Alibaba Group); Chenliang Li (Alibaba Group)
4678: Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning Dayiheng Liu (Sichuan University)*; Jie Fu (Mila, Polytechnique Montreal); Yidan Zhang (Sichuan University); Chris Pal (MILA, Polytechnique Montréal, Element AI); Jiancheng Lv (Sichuan University)
4681: Graph Representation Learning via Ladder Gamma Variational Autoencoders Arindam Sarkar (Amazon)*; Nikhil Mehta (Duke University); Piyush Rai (IIT Kanpur)
4688: Question-driven Purchasing Propensity Analysis for Recommendation Long Chen (Xi’an University of Posts & Telecommunications)*; Qibin Xu (Zhejiang University); Ziyu Guan (Xidian University); Qiong Zhang (Alibaba Group); Huan Sun (Ohio State University); Guangyue Lu (Xian University of Posts and Telecommunications); Deng Cai (ZJU)
4706: Zero-shot Ingredient Recognition by Multi-Relational Graph Convolutional Network Jingjing Chen (Fudan University)*; Liang-Ming Pan (National University of Singapore); Zhi-Peng Wei (Jilin University); Xiang Wang (National University of Singapore); Chong-Wah Ngo (City University of *); Tat- Seng Chua (National Univ. of Singapore)
4711: FISR: Deep Joint Frame Interpolation and Super-Resolution with A Multi-scale Temporal Loss Soo Ye Kim (KAIST); Jihyong Oh (KAIST); Munchurl Kim (KAIST-VICLab)*
4712: A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models Chi Zhang (University of California, Los Angeles)*; Bryant Chen (IBM Research AI); Judea Pearl (University of California, Los Angeles)
4719: Modeling Electrical Motor Dynamics using Encoder-Decoder with Recurrent Skip Connection Sagar Verma (IIIT Delhi)*; Nicolas Henwood (Schneider Electric); Marc Castella (Telecom SudParis); Francois Malrait (Schneider Electric); Jean-Christophe Pesquet (CentraleSupelec)
4723: MuMod: A Micro-unit Connection Approach for Hybrid-order Community Detection Ling Huang (Sun Yat-sen University); Hongyang Chao (Sun Yat-sen University)*; Guangqiang Xie (Guangdong University of Technology)
4733: Task-Aware Monocular Depth Estimation for 3D Object Detection Xinlong Wang (University of Adelaide)*; Wei Yin (University of Adelaide); Tao Kong (Bytedance); Yuning Jiang (Bytedance); Lei Li (ByteDance AI Lab); Chunhua Shen (University of Adelaide)
4746: MOSS: End-to-End Dialog System Framework with Modular Supervision Weixin Liang (Stanford University)*; Youzhi Tian (University of California, Davis); Chengcai Cheng (Shanghai Xiao-i Robot Technology Co. Ltd); Zhou Yu (UC Davis)
4763: Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization Hung Tran-The (Deakin University)*; Sunil Gupta (Deakin University, Australia); Santu Rana (Deakin University, Australia); Svetha Venkatesh (Deakin University)
4764: Attention-Informed Mixed-Language Training for Zero-shot Cross‐lingual Task-‐oriented Dialogue Systems Zihan Liu (The Hong Kong University of Science and Technology)*; Genta Winata (Hong Kong University of Science and Technology); Zhaojiang Lin (Hong Kong University of Science and Technology); PENG XU (HKUST); Pascale Fung (Hong Kong University of Science and Technology)