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• Enabling Knowledge Refinement upon New Concepts in Abductive Learning

  Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang, Zhi-Hua Zhou

  7928-7935

  2023-06-26

• Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering

  Zongmo Huang, Yazhou Ren, Xiaorong Pu, Shudong Huang, Zenglin Xu, Lifang He

  7936-7943

  2023-06-26

• Reward-Biased Maximum Likelihood Estimation for Neural Contextual Bandits: A Distributional Learning Perspective

  Yu-Heng Hung, Ping-Chun Hsieh

  7944-7952

  2023-06-26

• Learning Noise-Induced Reward Functions for Surpassing Demonstrations in Imitation Learning

  Liangyu Huo, Zulin Wang, Mai Xu

  7953-7961

  2023-06-26

• XClusters: Explainability-First Clustering

  Hyunseung Hwang, Steven Euijong Whang

  7962-7970

  2023-06-26

• Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation

  Taehyun Hwang, Min-hwan Oh

  7971-7979

  2023-06-26

• Fast Regularized Discrete Optimal Transport with Group-Sparse Regularizers

  Yasutoshi Ida, Sekitoshi Kanai, Kazuki Adachi, Atsutoshi Kumagai, Yasuhiro Fujiwara

  7980-7987

  2023-06-26

• Neural Representations Reveal Distinct Modes of Class Fitting in Residual Convolutional Networks

  Michał Jamroż, Marcin Kurdziel

  7988-7995

  2023-06-26

• Audio-Visual Contrastive Learning with Temporal Self-Supervision

  Simon Jenni, Alexander Black, John Collomosse

  7996-8004

  2023-06-26

• Confidence-Aware Training of Smoothed Classifiers for Certified Robustness

  Jongheon Jeong, Seojin Kim, Jinwoo Shin

  8005-8013

  2023-06-26

• Learnable Path in Neural Controlled Differential Equations

  Sheo Yon Jhin, Minju Jo, Seungji Kook, Noseong Park

  8014-8022

  2023-06-26

• DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise Annotations

  Yuanfeng Ji, Lu Zhang, Jiaxiang Wu, Bingzhe Wu, Lanqing Li, Long-Kai Huang, Tingyang Xu, Yu Rong, Jie Ren, Ding Xue, Houtim Lai, Wei Liu, Junzhou Huang, Shuigeng Zhou, Ping Luo, Peilin Zhao, Yatao Bian

  8023-8031

  2023-06-26

• MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding

  Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li

  8032-8040

  2023-06-26

• Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features

  Qingrui Jia, Xuhong Li, Lei Yu, Jiang Bian, Penghao Zhao, Shupeng Li, Haoyi Xiong, Dejing Dou

  8041-8049

  2023-06-26

• Online Tuning for Offline Decentralized Multi-Agent Reinforcement Learning

  Jiechuan Jiang, Zongqing Lu

  8050-8059

  2023-06-26

• Robust Domain Adaptation for Machine Reading Comprehension

  Liang Jiang, Zhenyu Huang, Jia Liu, Zujie Wen, Xi Peng

  8060-8069

  2023-06-26

• Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning

  Lu Jiang, Yibin Wang, Jianan Wang, Pengyang Wang, Minghao Yin

  8070-8077

  2023-06-26

• Spatio-Temporal Meta-Graph Learning for Traffic Forecasting

  Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Shintaro Fukushima, Toyotaro Suzumura

  8078-8086

  2023-06-26

• Complement Sparsification: Low-Overhead Model Pruning for Federated Learning

  Xiaopeng Jiang, Cristian Borcea

  8087-8095

  2023-06-26

• Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs

  Rui Jiao, Jiaqi Han, Wenbing Huang, Yu Rong, Yang Liu

  8096-8104

  2023-06-26

• Local-Global Defense against Unsupervised Adversarial Attacks on Graphs

  Di Jin, Bingdao Feng, Siqi Guo, Xiaobao Wang, Jianguo Wei, Zhen Wang

  8105-8113

  2023-06-26

• Trafformer: Unify Time and Space in Traffic Prediction

  Di Jin, Jiayi Shi, Rui Wang, Yawen Li, Yuxiao Huang, Yu-Bin Yang

  8114-8122

  2023-06-26

• On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds

  Ming Jin, Vanshaj Khattar, Harshal Kaushik, Bilgehan Sel, Ruoxi Jia

  8123-8131

  2023-06-26

• Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem

  Yan Jin, Yuandong Ding, Xuanhao Pan, Kun He, Li Zhao, Tao Qin, Lei Song, Jiang Bian

  8132-8140

  2023-06-26

• Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering

  Yao Jin, Guocheng Niu, Xinyan Xiao, Jian Zhang, Xi Peng, Jun Yu

  8141-8149

  2023-06-26