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• Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis

  Dexu Kong, Anping Zhang, Yang Li

  8617-8626

  2024-03-24

• Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity

  Lei Zhang, Guanyu Gao, Haiyan Yin, Huaizheng Zhang

  1084-1092

  2025-04-11

• Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract)

  Jingchao Gao, Ziqing Lu, Raghu Mudumbai, Xiaodong Wu, Jirong Yi, Myung Cho, Catherine Xu, Hui Xie, Weiyu Xu

  41212-41213

  2026-03-14

• ARNS: Adaptive Relation-Aware Negative Sampling with Curriculum Learning for Inductive Knowledge Graph Completion

  Ling Ding, Zhizhi Yu, Di Jin, Lei Huang

  14657-14665

  2026-03-14

• GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following

  Jigyasa Gupta, Shreya Sharma, Shreshth Tuli, Rohan Paul, Mausam

  20113-20122

  2024-03-24

• Controlling Neural Machine Translation Formality with Synthetic Supervision

  Xing Niu, Marine Carpuat

  8568-8575

  2020-04-03

• Deep Graph Structural Infomax

  Wenting Zhao, Gongping Xu, Zhen Cui, Siqiang Luo, Cheng Long, Tong Zhang

  4920-4928

  2023-06-26

• Deep Metric Learning with Self-Supervised Ranking

  Zheren Fu, Yan Li, Zhendong Mao, Quan Wang, Yongdong Zhang

  1370-1378

  2021-05-18

• MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements

  Yang Li, Yu Shen, Jiawei Jiang, Jinyang Gao, Ce Zhang, Bin Cui

  8491-8500

  2021-05-18

• Mean Field Inference in Dependency Networks: An Empirical Study

  Daniel Lowd, Arash Shamaei

  404-410

  2011-08-04

• Simpson's Bias in NLP Training

  Fei Yuan, Longtu Zhang, Huang Bojun, Yaobo Liang

  14276-14283

  2021-05-18

• Neural Combinatorial Clustered Bandits for Recommendation Systems

  Baran Atalar, Carlee Joe-Wong

  15417-15426

  2025-04-11

• Hierarchical Frequency-Guided Alignment Transformer for Compressed Video Quality Enhancement

  Liuhan Peng, Shuai Li, Yanbo Gao, Mao Ye, Chong Lv

  8349-8357

  2026-03-14

• Learning Generalizable Batch Active Learning Strategies via Deep Q-networks (Student Abstract)

  Yi-Chen Li, Wen-Jie Shen, Boyu Zhang, Feng Mao, Zongzhang Zhang, Yang Yu

  16258-16259

  2024-07-15

• Multi-Task Learning for Metaphor Detection with Graph Convolutional Neural Networks and Word Sense Disambiguation

  Duong Le, My Thai, Thien Nguyen

  8139-8146

  2020-04-03

• Morphological Segmentation with Window LSTM Neural Networks

  Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo

  2016-03-05

• Implicit Discourse Relation Classification via Multi-Task Neural Networks

  Yang Liu, Sujian Li, Xiaodong Zhang, Zhifang Sui

  2016-03-05

• Consistency-GAN: Training GANs with Consistency Model

  Yunpeng Wang, Meng Pang, Shengbo Chen, Hong Rao

  15743-15751

  2024-03-24

• FP=XINT: Representing Neural Networks via Low-Bit Series Basis Functions

  Boyang Zhang, Daning Cheng, Yunquan Zhang, Jiake Tian, Jing Li, Fangming Liu

  28168-28175

  2026-03-14

• Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification

  Jingyun Xu, Yi Cai

  10067-10068

  2019-07-17

• A Data-Centric Analysis of the Impact of Training Data Quality vs. Quantity on P300 Brain-Computer Interface Performance (Student Abstract)

  Arnav Gupta, Albert Liu, Eliza Haines, Riyadh Alghamdi, Aniketh S. Kota, Leslie M. Collins, Boyla O. Mainsah

  41217-41219

  2026-03-14

• GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM

  Silin Zhou, Jing Li, Hao Wang, Shuo Shang, Peng Han

  4972-4980

  2023-06-26

• RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices

  Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Sijia Liu, Xue Lin, Bin Ren

  9179-9187

  2021-05-18

• Calibrated Stochastic Gradient Descent for Convolutional Neural Networks

  Li’an Zhuo, Baochang Zhang, Chen Chen, Qixiang Ye, Jianzhuang Liu, David Doermann

  9348-9355

  2019-07-17

• Integrating Neural Pathways for Learning in Deep Reinforcement Learning Models

  Varun Ananth

  23724-23725

  2024-03-24