| 1 |
Similarity Forest Revisited: a Swiss Army Knife for Machine Learning |
Czekalski, Stanisław; Morzy, Mikolaj* |
| 13 |
Fusing Essential Knowledge for Text-Based Open-Domain Question Answering |
Su, Xiao*; Li, Ying; Wu, Zhonghai |
| 16 |
Discovering Dense Correlated Subgraphs in Dynamic Networks |
Preti, Giulia; Rozenshtein, Polina*; Gionis, Aristides; Velegrakis, Yannis |
| 21 |
Detecting Sequentially Novel Classes with Stable Generalization Ability |
Zhou, Da-Wei*; Yang, Yang; Zhan, De-Chuan |
| 40 |
Learning-based Dynamic Graph Stream Sketch |
Li, Ding; Li, Wenzhong*; Chen, Yizhou; Lin, Mingkai; Lu, Sanglu |
| 79 |
Inferring Hierarchical Mixture Structures: A Bayesian Nonparametric Approach |
Huang , Weipeng *; Laitonjam, Nishma; Piao, Guangyuan; Hurley, Neil Joseph |
| 101 |
Episode Adaptive Embedding Networks for Few-shot Learning |
Liu, Fangbing*; Wang, Qing |
| 104 |
Tree-Capsule: Tree-Structured Capsule Network for Improving Relation Extraction |
Yang, Tianchi*; Hu, Linmei; Zhang, Luhao; Shi, Chuan; Yang, Cheng; Duan, Nan; Zhou, Ming |
| 112 |
Adaptive Graph Co-Attention Networks for Traffic Forecasting |
Li, Boyu; Guo, Ting*; Wang, Yang; Gandomi, Amir; Chen, Fang |
| 115 |
T^3N: Harnessing Text and Temporal Tree Network for Rumor Detection on Twitter |
Pinnaparaju, Nikhil*; Gupta, Manish; Varma, Vasudeva |
| 125 |
TSSE-DMM: Topic Modeling for Short Texts based on Topic Subdivision and Semantic Enhancement |
Mai, Chengcheng*; Qiu, Xueming; Luo, Kaiwen; Chen, Min; Zhao, Bo; Huang, Yihua |
| 132 |
Discriminative Representation Learning for Cross-domain Sentiment Classification |
Zhang, Shaokang*; Jiang, Lei; Peng, Huailiang; Dai, Qiong; Tan, Jianlong |
| 147 |
Dual-Stage Bayesian Sequence to Sequence Embeddings for Energy Demand Forecasting |
Cameron-Muller, Frances*; Weeraddana, Dilusha; CHALAPATHY, RAGHAVENDRA; Nguyen, Khoa |
| 148 |
SIGTRAN: Signature Vectors for Detecting Illicit Activities in Blockchain Transaction Networks |
Poursafaei, Farimah*; Rabbany, Reihaneh; Zilic, Zeljko |
| 157 |
BanditRank: Learning to Rank Using Contextual Bandits |
Gampa, Phanideep*; Fujita, Sumio |
| 186 |
Improving Sequential Recommendation with Attribute-augmented Graph Neural Networks |
Dong, Xinzhou; Jin, Beihong*; Zhuo, Wei; Li, Beibei; Xue, Taofeng |
| 187 |
Reliably Calibrated Isotonic Regression |
Nyberg, Otto E*; Klami, Arto |
| 198 |
Universal Representation for Code |
Liu, Linfeng*; Karypis, George; Nguyen, Hoan; Sengamedu, Srinivasan |
| 203 |
SILVER: Generating Persuasive Chinese Product Pitch |
Hong, Yunsen; Li, Hui; Xiao, Yanghua; Lin, Chen* |
| 207 |
AngryBERT: Joint Learning Target and Emotion for Hate Speech Detection |
Lee, Roy Ka-Wei*; Awal, Md Rabiul; Cao, Rui; Mitrovic, Sandra |
| 208 |
Fake News Detection with Heterogenous Deep Graph Convolutional Network |
Kang, Zhezhou*; Cao, Yanan; Shang, Yanmin; Liang, Tao; Tang, Hengzhu; Tong, Lingling |
| 224 |
Analyzing Topic Transitions in Text-based Social Cascades using Dual-Network Hawkes Process |
Choudhari, Jayesh*; Dasgupta, Anirban; Bhattacharya, Indrajit; Bedathur, Srikanta |
| 229 |
SCARLET: Explainable Attention based Graph Neural Network for Fake News spreader prediction |
Rath, Bhavtosh -*; Morales, Xavier; Srivastava, Jaideep |
| 233 |
Incrementally Finding the Vertices Absent from the Maximum Independent Sets |
Liu, Xiaochen; Zheng, Weiguo*; Chen, Zhenyi; He, Zhenying; Wang, X. Sean |
| 235 |
TLife-LSTM: Forecasting Future COVID-19 Progression with Topological Signatures of Atmospheric Conditions |
Segovia, Ignacio*; Lee, Huikyo; Zhen, Zhiwei; Wagh, Rishabh; Gel, Yulia R. |
| 245 |
Capturing SQL Query Overlapping via SubtreeCopy for Cross-domain Context-dependent SQLGeneration |
Zhao, Ruizhuo*; Gao, Jinhua; Shen, Huawei; Cheng, Xueqi |
| 260 |
HiPaR: Hierarchical Pattern-Aided Regression |
Galárraga, Luis*; Pelgrin, Olivier; Termier, Alexandre |
| 262 |
Neighbours and Kinsmen: Hateful Users Detection with Graph Neural Network |
Li, Shu*; Zaidi, Nayyar; Liu, Qingyun; Li, Gang |
| 263 |
SAGCN: Towards Structure-Aware Deep Graph Convolutional Networks on Node Classification |
He, Ming; Ding, Tianyu*; Han, Tianshuo |
| 265 |
Lifelong Learning based Disease Diagnosis on Clinical Notes |
Wang, Zifeng*; Yang, Yifan; Wen, Rui; Chen, Xi; Huang, Shao-Lun; Zheng, Yefeng |
| 282 |
Self-supervised Adaptive Aggregator Learning on Graph |
Lin, Bei*; Luo, binli; He, Jiaojiao; Gui, Ning |
| 287 |
Exploring Implicit Relationships in Social Network for Recommendation Systems |
Wei, Yunhe; Ma, Huifang*; Zhang, Ruoyi; Li, Zhixin; Chang, Liang |
| 288 |
A compressed and accelerated SegNet for plant leaf disease segmentation: A Differential Evolution based approach |
Agarwal, Mohit*; Gupta, Suneet ; Biswas, K.K. |
| 292 |
Mining Frequent Patterns from Hypergraph Databases |
Alam, Md. Tanvir; Ahmed, Chowdhury Farhan*; samiullah, md; Leung, Carson K. |
| 295 |
Transferable Contextual Bandits with Prior Observations |
Labille, Kevin; Huang, Wen; Wu, Xintao* |
| 296 |
Hierarchical Learning of Dependent Concepts for Human Activity Recognition |
Osmani, Aomar; Hamidi, Massinissa*; Alizadeh, Pegah |
| 299 |
TANTP: Conversational Emotion Recognition Using Tree-Based Attention Networks with Transformer Pre-training |
Liu, Haozhe; Lin, Hongzhan; Chen, Guang* |
| 305 |
Modeling Hierarchical Intents and Selective Current Interest for Session-based Recommendation |
zhang, mengfei*; Guo, Cheng; Jin, Jiaqi; Pan, Mao; Fang, Jinyun |
| 306 |
Unsupervised Domain Adaptation for 3D Medical Image with High Efficiency |
Deng, Chufu*; Li, Kuilin; Cheng, Zhiguang |
| 307 |
Maximizing Explainability with SF-Lasso and Selective Inference for Video and Picture Ads |
Park, Eunkyung; Wong, Raymond K*; Kwon, Junbum; Chu, Victor W. |
| 310 |
Discriminating Frequent Pattern based Supervised Graph Embedding for Classification |
Alam, Md. Tanvir; Ahmed, Chowdhury Farhan*; samiullah, md; Leung, Carson K. |
| 312 |
Fuzzy World:A Tool Training Agent from Concept Cognitive to Logic Inference |
Luo, MinZhong* |
| 314 |
AA-LSTM: An Adversarial Autoencoder Joint Model for Prediction of Equipment Remaining Useful Life |
zhu, dong; wu, chengkun*; Xu, Chuanfu; Wang, Zhenghua |
| 324 |
Graph Neural Networks for Soft Semi-Supervised Learning on Hypergraphs |
Yadati, Naganand*; Gao, Tingran; Asoodeh, Shahab; Talukdar, Partha; Louis, Anand |
| 327 |
A Finetuned language model for Recommending cQA-QAs for enriching Textbooks |
Kumar, Shobhan*; Chauhan, Arun |
| 1336 |
XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction |
Yu, Runlong*; Ye, Yuyang; Liu, Qi; Wang, Zihan; Yang, Chunfeng; Hu, Yucheng; Chen, Enhong |
| 1338 |
A Hierarchical Structure-Aware Embedding Method for Predicting Phenotype-Gene Associations |
Wang, Lin; Liu, Mingming; He, Wenqian; Jin, Xu; Huang, Yalou; Xie, MaoQiang* |
| 1344 |
Meta-Context Transformers for Domain-Specific Response Generation |
Kar, Debanjana; Samanta, Suranjana*; Azad, Amar Prakash |
| 1355 |
Learning Discriminative Features using Multi-label Dual Space |
Braytee, Ali*; Liu, Wei |
| 1356 |
Relation Modeling of Short- and Long-Term Patterns in Urban Flow Forecasting |
Xue, Hao*; Salim, Flora D. |
| 1357 |
Rule Injection-based Generative Adversarial Imitation Learning for Knowledge Graph Reasoning |
Wang, Sheng*; Chen, Xiaoying; Xiong, Shengwu |
| 1360 |
Improving Short Text Classification Using Context-Sensitive Representations and Content-Aware Extended Topic Knowledge |
Ye, Zhihao*; Wen, Rui; Chen, Xi; Liu, Ye; Zhang, Ziheng; Li, Zhiyong; Nai, Ke; Zheng, Yefeng |
| 1364 |
Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition |
Tonmoy, M Tanjid Hasan*; Mahmud, Saif; Rahman, A K M Mahbubur; Amin, M Ashraful; Ahsan Ali, Amin |
| 1367 |
HScodeNet: Combining Hierarchical Sequential and Global Spatial Information of Text for Commodity HS Code Classification |
Du, Shaohua; Wu, Zhihao; Wan, Huaiyu*; Lin, Youfang |
| 1372 |
Traffic Flow Driven Spatio-Temporal Graph Convolutional Network for Ride-hailing Demand Forecasting |
Fu, Hao; Wang, Zhong; Yu, Yang; Meng, Xianwei; Liu, Guiquan* |
| 1380 |
A Fast Algorithm for Simultaneous Sparse Approximation |
Wan, Guihong*; Schweitzer, Haim |
| 1387 |
Multiple Instance Learning for Unilateral Data |
Tang, Xijia; Luo, Tingjin*; Luan, Tianxiang; Hou, Chenping |
| 1388 |
Learning Multiclass Classifier Under NoisyBandit Feedback |
Agarwal, Mudit*; Manwani, Naresh |
| 1397 |
A Proximity Forest for Multivariate Time Series Classification |
Zhang, Yue*; Wang, Zhihai; Yuan, Jidong |
| 1403 |
Mining Sequential Patterns in Uncertain Databases Using Hierarchical Index Structure |
Roy, Kashob Kumar; Moon, Md Hasibul Haque; Rahman, Md Mahmudur; Ahmed, Chowdhury Farhan*; Leung, Carson K. |
| 1409 |
FARF: A Fair and Adaptive Random Forests Classifier |
Zhang, Wenbin*; Bifet, Albert; Zhang, Xiangliang; Weiss C. Jeremy ; Nejdl, Wolfgang |
| 1410 |
STEPs-RL: Speech-Text Entanglement for Phonetically Sound Representation Learning |
Mishra, Prakamya* |
| 1418 |
Semantic-syntax Cascade Injection Model for Aspect Sentiment Triple Extraction |
Ke, Wenjun*; Gao, Jinhua; Shen, Huawei; Cheng, Xueqi |
| 1424 |
RW-GCN: Training Graph Convolution Networks with biased random walk for Semi-Supervised Classification |
Li, Yinzhe*; ban, zhijie |
| 1427 |
A Meta-path based Graph Convolutional Network with Multi-Scale Semantic Extractions for Heterogeneous Event Classification |
Wang, Haiyang*; Song, xin; Liu, Yujia; Chen, Chenguang; Zhou, Bin |
| 1428 |
A Novel Method for Offline Handwritten Chinese Character Recognition under the Guidance of Print |
Yan, Keping; Guo, Jun*; Zhou, Weiqing |
| 1440 |
Autonomous Vehicle Path Prediction using Conditional Variational Autoencoder Networks |
D N, Jagadish*; Chauhan, Arun; Mahto, Lakshman |
| 1442 |
Upgraded Attention-based Local Feature Learning Block for speech emotion recognition |
Zhao, Huan*; Gao, Yingxue; Xiao, Yufeng |
| 1448 |
Diversify or Not: Dynamic Diversification for Personalized Recommendation |
Hao, Bin*; Zhang, Min; Guo, Cheng; Weizhi, Ma; LIU, Yiqun; Ma, Shaoping |
| 1449 |
Memorization in Deep Neural Networks: Does the Loss Function matter? |
Patel, Deep *; Sastry, P. S. |
| 1452 |
VOA*: Fast Angle-Based Outlier Detection Over High-Dimensional Data Streams |
Khalique, Vijdan*; Kitagawa, Hiroyuki |
| 1458 |
Towards multi-label Feature selection by Instance and Label Selections |
Mansouri, Dou El Kefel*; Benabdeslem, Khalid |
| 1467 |
Modeling Inter-Aspect Relationship with Conjunction for Aspect-based Sentiment Analysis |
Zhao, Haoliang*; Xue, Yun; Gu, Donghong; Chen, Jianying; Xiao, Luwei |
| 1479 |
PLVCG: A Pretraining Based Model for Live Video Comment Generation |
Zeng, Zehua*; Gao, Neng; Xue, Cong; Tu, Chenyang |
| 1482 |
Multi-criteria and Review-based Overall Rating Prediction |
Ceh Varela, Edgar E* |
| 1483 |
Loss-aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models |
Nayyeri, Mojtaba*; Xu, Chengjin; Yaghoobzadeh, Yadollah; Vahdati, Sahar; Alam, Mirza Mohtashim ; Shariat Yazdi, Hamed; Lehmann, Jens |
| 1484 |
GrabQC: Graph based Query Contextualization for automated ICD coding |
Chelladurai, Jeshuren*; Santhiappan, Sudarsun; Ravindran, Balaraman |
| 1490 |
SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network |
Roy, Amit*; Roy, Kashob Kumar; Ahsan Ali, Amin; Amin, M Ashraful; Rahman, A K M Mahbubur |
| 1493 |
Active Learning based Similarity Filtering for Efficient and Effective Record Linkage |
Nanayakkara, Charini V*; Christen, Peter; Ranbaduge, Thilina N |
| 1498 |
SEPC: Improving Joint Extraction of Entities and Relations by Strengthening Entity Pairs Connection |
Zhao, Jiapeng*; Zhang, Panpan; Shi, Jinqiao; Liu, Tingwen |
| 1502 |
Content matters: A GNN-based Model Combined with Text Semantics for Social Network Cascade Prediction |
Liu, Yujia*; Zeng, Kang; Wang, Haiyang; Song, xin; Zhou, Bin |
| 1507 |
Learning Finite Automata with Shuffle |
Wang, Xiaofan* |
| 1514 |
Minits-AllOcc: An Efficient Algorithm for Mining Timed Sequential Patterns |
Karsoum, Somayah M* |
| 1515 |
W2FM: The Doubly-Warped Factorization Machine |
Li, Mao-Lin*; Candan, K. Selçuk |
| 1519 |
Gaussian Soft Decision Trees for Interpretable Feature-Based Classification |
Yoo, Jaemin*; Sael, Lee |
| 1532 |
Sim2Real for Metagenomes: Accelerating Animal Diagnostics with Adversarial Co-Training |
Indla, Vineela; Indla, Vennela; Narayanan, Sai; Ramachandran, Akhilesh; Bagavathi, Arunkumar; Laguduva Ramnath, Vishalini; Aakur, Sathyanarayanan N* |
| 1538 |
VIKING: Adversarial Attack on Network Embeddings via Supervised Network Poisoning |
Gupta, Viresh; Chakraborty, Tanmoy* |
| 1539 |
Improved Topology Extraction using Discriminative Parameter Mining of Logs |
Gupta, Saranya; Mandal, Atri*; Agarwal, Shivali ; Mohapatra, Prateeti |
| 1540 |
Learning Probabilistic Latent Structure for Outlier Detection from Multi-View Data |
Wang, Zhen*; Zhang, Ji; Lu, Chenhao; Chen, Yizheng; Lin, Jerry Chun-Wei; Xiao, Jing; Kiran, R.Uday |
| 1541 |
Vertical Federated Learning for Higher-order Factorization Machines |
Atarashi, Kyohei*; Ishihata, Masakazu |
| 1542 |
Deep Gaussian Mixture Model on Multiple Interpretable Features of Fetal Heart Rate for Pregnancy Wellness |
Kong, Yan*; Xu, Bin; Zhao, Bowen; Qi, Ji |
| 1544 |
Self-supervised Graph Representation Learning with Variational Inference |
Liao, Zihan; Liang, Wenxin; Liu, Han*; Mu, Jie; Zhang, Xianchao |
| 1552 |
Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic Infusion |
Wang, Zijian*; Wang, Hao; Luo, Xiangfeng; Gao, Jianqi |
| 1553 |
Effective and Adaptive Multi-metric Refined Similarity Graph Fusion for Multi-view Clustering |
Rong, Wentao; Zhuo, Enhong; Tao, Guihua; Chen, Jiazhou; Cai, Hongmin* |
| 1555 |
C²-Guard: A Cross-Correlation Gaining Framework for Urban Air Quality Prediction |
Chu, Yu; Li, Lin*; Xie, Qing; Xu, Guandong |
| 1556 |
Causal Combinatorial Factorization Machines for Set-wise Recommendation |
Tanimoto, Akira*; Sakai, Tomoya; Takenouchi, Takashi; Kashima, Hisashi |
| 1560 |
An Online Learning Algorithm for Non-Stationary Imbalanced Data by Extra-Charging Minority Class |
Kamali Siahroudi, Sajjad*; Kudenko, Daniel |
| 1567 |
Transferring Domain Knowledge with Adviser in Continuous Tasks |
Wijesinghe, Rukshan D*; Vithanage, Kasun; Tissera, Dumindu; Xavier, Alex; Fernando, Subha; Samarawickrama, Jayathu |
| 1573 |
A Multi-task Kernel Learning Algorithm for Survival Analysis |
Meng, Zizhuo*; Xu, Jie; Li, Zhidong; Wang, Yang; Chen, Fang; Wang, Zhiyong |
| 1575 |
Transformer-based Multi-task Learning for Queuing Time Aware Next POI Recommendation |
Halder, Sajal*; Chan, Jeffrey; Zhang, Xiuzhen; Lim, Kwan Hui |
| 1579 |
Adverse Drug Events Detection, Extraction and Normalization from Online Comments of Chinese Patent Medicines |
Chai, Zi*; Wan, Xiaojun |
| 1581 |
Manifold Approximation and Projection by Maximizing Graph Information |
Fatemi, Bahareh; Molaei, Soheila*; Zare, Hadi; Pan, Shirui |
| 1583 |
PhotoStylist: Altering the Style of Photos based on the Connotations of Texts |
Khan, Siamul Karim; Zhang, Yue; Kou, Ziyi; Zhang, Yang; Wang, Dong* |
| 1587 |
Collaborative RL Framework to Model Evolution of Cooperation in Sequential Social Dilemmas |
Chaudhuri, Ritwik*; Mukherjee, Kushal; Narayanam, Ramasuri ; Vallam, Rohith D |
| 1588 |
GLAD-PAW: Graph-based Log Anomaly Detection by Position Aware Weighted Graph Attention Network |
Wan, Yi*; Liu, Yilin; Wen, Yujin; Wang, Dong |
| 1589 |
Reinforced Natural Language Inference for Distantly Supervised Relation Classification |
Xu, Bo*; Zhao, Xiangsan; Sha, Chaofeng; Zhang, Minjun; Song, Hui |
| 1590 |
Simultaneous multiple POI population patternanalysis system with HDP mixture regression |
Hayakawa, Yuta*; Tsubouchi, Kota; Shimosaka, Masamichi |
| 1593 |
Joint Modeling Dynamic Preferences of Users and Items Using Reviews for Sequential Recommendation |
Wang, Qingxian; Li, Xinxin; Shang, tianqi; Shi, Xiaoyu* |
| 1597 |
Heterogeneous Graph Attention Network for Small and Medium-sized Enterprises Bankruptcy Prediction |
ZHENG, YIZHEN*; Lee, Vincent C S; Wu, Zonghan; Pan, Shirui |
| 1599 |
SaGCN: Structure-aware Graph Convolution Network for Document-level Relation Extraction |
Yang, Shuangji*; zhang, taolin; Su, Danning; Hu, Nan; Nong, Wei; He, Xiaofeng |
| 1606 |
Sparse Spectrum Gaussian Process for Bayesian Optimization |
Yang, Ang*; Li, Cheng; Rana, Santu; Gupta, Sunil; Venkatesh, Svetha |
| 1612 |
Efficient Nodes Representation Learning with Residual Feature Propagation |
Wu, Fan; Li, Duantengchuan*; Lin, Ke; Zhang, Huawei |
| 1615 |
Inducing Rich Interaction Structures between Words for Document-level Event Argument Extraction |
Pouran Ben Veyseh, Amir*; Dernoncourt, Franck; Tran, Quan; Manjunatha, Varun; Wang, Lidan; Jain, Rajiv; Kim, Doo Soon; Chang, Walter; Nguyen, Thien Huu |
| 1620 |
Box4Rec: Box Embedding for Sequential Recommendation |
Deng, Kai; Huang, Jiajin*; Qin, Jin |
| 1622 |
UKIRF: An Item Rejection Framework for Improving Negative Items Sampling in One-Class Collaborative Filtering |
David Viniski, Antônio*; Barddal, Jean Paul; Britto, Alceu |
| 1628 |
Learning Attention-based Translational Knowledge Graph Embedding via Nonlinear Dynamic Mapping |
Wang, Zhihao; Xu, Honggang; Li, Xin*; Deng, Yuxin |
| 1634 |
Noise-Enhanced Unsupervised Link Prediction |
Abdolazimi, Reyhaneh*; Zafarani, Reza |
| 1637 |
Interpretable Feature Construction for Time Series Extrinsic Regression |
Gay, Dominique*; Bondu, Alexis; Lemaire, Vincent; Boulle, Marc |
| 1638 |
CubeFlow: Money Laundering Detection with Coupled Tensors |
Sun, Xiaobing*; Zhang, Jiabao; Zhao, Qiming; Liu, Shenghua; Chen, Jinglei; Zhuang, Ruoyu; Shen, Huawei; Cheng, Xueqi |
| 1640 |
aHCQ: Adaptive Hierarchical Clustering based Quantization Framework for Deep Neural Networks |
Hu, Jiaxin*; Zhao, Qinpei; Rao, Weixiong |
| 1653 |
Weak Supervision Network Embedding for Constrained Graph Learning |
Guo, Ting; Zhu, Xingquan*; Wang, Yang; Chen, Fang |
| 1662 |
RAGA: Relation-aware Graph Attention Networks for Global Entity Alignment |
Zhu, Renbo*; Ma, Meng; Wang, Ping |
| 1664 |
Densely Connected Graph Attention Network based on Iterative Path Reasoning for Document-level Relation Extraction |
Zhang, Hongya*; Huang, Zhen; Li, Zhenzhen; Li, Dongsheng; Liu, Feng |
| 1670 |
Attack Is the Best Defense: A Multi-Mode Poisoning PUF against Machine Learning Attacks |
Lin, Chia-Chih*; Chen, Ming-Syan |
| 1686 |
Addressing the class imbalance problem in medical image segmentation via accelerated Tversky loss function |
Nasalwai, Nikhil; Punn, Narinder Singh*; Sonbhadra, Sanjay Kumar; Agarwal, Sonali |
| 1692 |
Progressive AutoSpeech: An efficient and general framework for automatic speech classification |
Zhu, Guanghui*; Cheng, Feng; Qiu, Mengchuan; Xu, Zhuoer; Wang, Wenjie; Yuan, Chunfeng; Huang, Yihua |
| 1696 |
Quality Control for Hierarchical Classification with Incomplete Annotations |
Enomoto, Masafumi*; Takeoka, Kunihiro; Dong, Yuyang; Oyamada, Masafumi; Okadome, Takeshi |
| 1698 |
Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data |
Hanselle, Jonas*; Tornede, Alexander; Wever, Marcel; Hüllermeier, Eyke |
| 1705 |
A k-MCST based Algorithm for Discovering Core-Periphery Structures in Graphs |
Polepalli, Susheela*; Bhatnagar, Raj K |
| 1715 |
Graph Attention Networks with Positional Embeddings |
Ma, Liheng*; Rabbany, Reihaneh; Romero-Soriano, Adriana |
| 1716 |
Stratified Sampling forExtreme Multi-Label Data |
Merrillees, Maximillian; Du, Lan* |
| 1723 |
Incorporating Relational Knowledge inExplainable Fake News Detection |
Wu, Kun KW*; Yuan, Xu; Ning, Yue |
| 1730 |
Causal Inference Analysis Using Global Forecasting Models for Counterfactual Prediction |
Grecov, Priscila; Bandara, Kasun G; Ackermann, Klaus; Campbell, Sam; Scott, Deborah; Lubman, Dan; Christoph Bergmeir, Christoph* |
| 1737 |
Unsupervised Boosting-based Autoencoder Ensembles for Outlier Detection |
Sarvari, Hamed*; Domeniconi, Carlotta; Prenkaj, Bardh; Stilo, Giovanni |
| 1740 |
Multi-Grained Dependency Graph Neural Network for Chinese Open Information Extraction |
Lyu, Zhiheng*; Shi, Kaijie; Li, Xin; Hou, Lei; Li, Juanzi; song, binheng |
| 1743 |
Personalized Regularization Learning for Fairer Matrix Factorization |
Yao, Sirui*; Huang, Bert |
| 1752 |
IACN: Influence-aware and Attention-based Co-evolutionary Network for Recommendatio |
Pandey, Shalini*; Srivastava, Jaideep; Karypis, George |
| 1758 |
Gazetteer-Guided Keyphrase Generation from Research Papers |
Tokala, Santosh Y.S.S.*; Sanyal, Debarshi Kumar; Bhowmick, Plaban Kumar; Das, Partha Pratim |
| 1772 |
Combining exogenous and endogenous signals with a semi-supervised co-attention network for early detection of COVID-19 fake tweets |
Bansal, Rachit; Scott, William; ., Nidhi; Sengupta, Shubhashis; Chakraborty, Tanmoy* |
| 1774 |
Meta-data Augmentation based Search Strategy through Generative Adversarial Network for AutoML Model Selection |
Liu, Yue*; Tian, Wenjie; Li, Shuang |
| 1776 |
AutoCluster: Meta-learning Based Ensemble Method for Automated Unsupervised Clustering |
Liu, Yue*; Tian, Wenjie; Li, Shuang |
| 1785 |
Incorporating Syntactic Information into Relation Representations for Relation Extraction |
Cui, Li*; Yang, Deqing; Xiao, Yanghua; Cheng, Jiayang |
| 1786 |
Nonlinear Matrix Factorization via Neighbor Embedding |
Li, Xuan*; Wu, Yunfeng; Zhang, Li |
| 1787 |
dK-Projection: Publishing Graph Joint degree distribution with Node Differential Privacy |
Iftikhar, Masooma*; Wang, Qing |
| 1789 |
Locally Linear Support Vector Machines for Imbalanced Data Classification |
Krawczyk, Bartosz*; Cano, Alberto |
| 1791 |
Unified Robust Training for Graph Neural Networks against Label Noise |
Li, Yayong*; Yin, Jie; Chen, Ling |
| 1794 |
Human-Understandable Decision Making for Visual Recognition |
Zhou, Xiaowei*; Yin, Jie; Tsang, Ivor; Wang, Chen |
| 1801 |
CEDGF: Chinese Event Detection viaBidirectional Glyph-aware Dynamic FusionNetwork |
Zhai, Qi*; Kan, Zhigang; Yang, Sen; Qiao, Linbo; Liu, Feng; Li, Dongsheng |
| 1804 |
Maximizing Coarse-Grain Mutual Information helps Node Representation Learning |
Mavromatis, Konstantinos*; Karypis, George |
| 1805 |
Maintaining Consistency with Constraints: a Constrained Deep Clustering method |
Cui, Yi*; Zhang, Xianchao; Zong, Linlin; Mu, Jie |
| 1814 |
A Deep Hybrid Pooling Architecture for Graph Classification with Hierarchical Attention |
Bandyopadhyay, Sambaran*; Aggarwal, Manasvi; Murty, M Narasimha |
| 1826 |
Deconfounding representation learning based on user interactions in Recommendation Systems |
gao, junruo*; Yang, Mengyue; liu, yuyang; li, jun |
| 1830 |
CrowdTeacher: Robust Co-teaching with Noisy Answers & Sample-specific Perturbations for Tabular Data |
Sotoodeh, Mani*; Ho, joyce; Xiong, Li |
| 1836 |
Instance Selection for Online-Updating in Dynamic Recommender Environments |
Thanthriwatta, Thilina*; Rosenblum, David S. |
| 1845 |
LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding |
Ning, Zhiyuan*; Qiao, Ziyue; Dong, Hao; Du, Yi; Zhou, Yuanchun |
| 1849 |
Low-Dimensional Representation Learning from Imbalanced Data Streams |
Korycki, Lukasz; Krawczyk, Bartosz* |
| 1854 |
Exploiting Relevant Hyperlinks in Knowledge Base for Entity Linking |
Cheng, Szu-Yuan; Chen, Yi-Ling; Yeh, Mi-Yen; Lin, Bo-Tao* |
