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Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection Soopil Kim1,3, Sion An1, Philip Chikontwe1, Myeongkyun Kang1,3, Ehsan Adeli3, Kilian M. Pohl3, Sang Hyun Park1,2 1Robotics and Mechatronics Engineering, DGIST, Daegu, Korea 2AI Graduate School, DGIST, Daegu, Korea 3Stanf...
2024
955
18,801
VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation Taeri Kim1*, Jiho Heo1*, Hongil Kim2*, Kijung Shin3†, Sang-Wook Kim1† 1Department of Computer Science, Hanyang University, South Korea 2Department of Artificial Intelligence, Hanyang University, South Korea 3Kim Jaechul Graduate...
2024
956
18,802
Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining Aritra Konar1, Nicholas D. Sidiropoulos2 1KU Leuven, Leuven, Belgium 2University of Virginia, Charlottesville, USA aritra.konar@kuleuven.be, nikos@virginia.edu. Abstract Dense subgraph discovery (DS...
2024
957
18,803
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis Dexu Kong, Anping Zhang, Yang Li * Shenzhen Key Laboratory of Ubiquitous Data Enabling, Shenzhen International Graduate School, Tsinghua University kdx21@mails.tsinghua.edu.cn, zap21@mails.tsinghua.edu.cn, yangli@sz.tsi...
2024
958
18,804
Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting Weiyang Kong1, Ziyu Guo1, Yubao Liu1, 2 1Sun Yat-Sen University,Guangzhou, China 2Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, China kongwy3@mail2.sysu.edu.cn, guozy28@mail2.sysu.edu.cn, liuyubao@mail.sysu.edu....
2024
959
18,805
SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression Qingwen Bu1,2, Sungrae Park3*, Minsoo Khang3, Yichuan Cheng4 1Shanghai Jiao Tong University 2Shanghai AI Laboratory 3Upstage AI 4City University of Hong Kong qwbu01@sjtu.edu.cn, {sungrae.park, mkhang}@upstage.ai, yichuan.ch...
2024
96
18,806
Knowledge-Aware Explainable Reciprocal Recommendation Kai-Huang Lai1, Zhe-Rui Yang1, Pei-Yuan Lai2, Chang-Dong Wang1*, Mohsen Guizani3, Min Chen4,5 1School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China 2South China Technology Commercialization Center, Guangzhou, China 3Machine ...
2024
960
18,807
Adaptive Hardness Negative Sampling for Collaborative Filtering Riwei Lai1, 2, Rui Chen1*, Qilong Han1*, Chi Zhang1, Li Chen2 1 College of Computer Science and Technology, Harbin Engineering University 2 Department of Computer Science, Hong Kong Baptist University {lai, ruichen, hanqilong, zhangchi20}@hrbeu.edu...
2024
961
18,808
MDFL: Multi-Domain Diffusion-Driven Feature Learning Daixun Li, Weiying Xie*, Jiaqing Zhang, Yunsong Li State Key Laboratory of Integrated Services Networks, Xidian University, Xi’an 710071, China ldx@stu.xidian.edu.cn, wyxie@xidian.edu.cn, jqzhang 2@stu.xidian.edu.cn, ysli@mail.xidian.edu.cn Abstract High-di...
2024
962
18,809
CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation Kexin Li1, Chengjiang Long2*, Shengyu Zhang1, Xudong Tang1, Zhichao Zhai1, Kun Kuang1, Jun Xiao1 1 Zhejiang University 2 Meta Reality Labs {12221004,sy zhang,22051028, wheltz,junx}@zju.edu.cn, cjfykx@gmail.com, kkun2010@gmail.com Ab...
2024
963
18,810
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations Lei Li1, Jianxun Lian2, Xiao Zhou1*, Xing Xie2 1Gaoling School of Artificial Intelligence, Renmin University of China 2Microsoft Research Asia leil@ruc.edu.cn, jianxun.lian@outlook.com, xiaozhou@ruc.edu.cn, xingx@microsof...
2024
964
18,811
CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework Rui Li1, 2, Liyang He1, 2, Qi Liu1, 2*, Yuze Zhao1, 2, Zheng Zhang1, 2, Zhenya Huang1, 2, Yu Su3, Shijin Wang2, 4 1Anhui Province Key Laboratory of Big Data Analysis and Application & School of Computer Science and Technology...
2024
965
18,812
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models Xiaoxi Li*, Yujia Zhou*, Zhicheng Dou Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China Engineering Research Center of Next-Generation Intelligent Search and Recommendation,...
2024
966
18,813
MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities Yangning Li1,2*, Tingwei Lu1*, Hai-Tao Zheng1,2†, Yinghui Li1†, Shulin Huang1, Tianyu Yu1, Jun Yuan3, Rui Zhang3 1Shenzhen International Graduate School, Tsinghua University 2PengCheng Laboratory ...
2024
967
18,814
A Generalized Neural Diffusion Framework on Graphs Yibo Li1, Xiao Wang2, Hongrui Liu3, Chuan Shi1* 1Beijing University of Posts and Telecommunications 2Beihang University 3Ant Group {yiboL, shichuan}@bupt.edu.cn, xiao_wang@buaa.edu.cn, liuhongrui.lhr@antgroup.com Abstract Recent studies reveal the connect...
2024
968
18,815
Learning to Rank in Generative Retrieval Yongqi Li1, Nan Yang2, Liang Wang2, Furu Wei2, Wenjie Li1, 1The Hong Kong Polytechnic University 2Microsoft liyongqi0@gmail.com, {nanya,wangliang,fuwei}@microsoft.com, cswjli@comp.polyu.edu.hk Abstract Generative retrieval stands out as a promising new paradigm in ...
2024
969
18,816
Orthogonal Dictionary Guided Shape Completion Network for Point Cloud Pingping Cai, Deja Scott, Xiaoguang Li, Song Wang University of South Carolina, USA {pcai,ds17,xl22}@email.sc.edu, songwang@cec.sc.edu Abstract Point cloud shape completion, which aims to reconstruct the missing regions of the incomplete ...
2024
97
18,817
Urban Region Embedding via Multi-View Contrastive Prediction Zechen Li1, Weiming Huang2, Kai Zhao3, Min Yang1∗, Yongshun Gong1, Meng Chen1,4 * 1 School of Software, Shandong University 2 School of Computer Science and Engineering, Nanyang Technological University 3 Robinson College of Business, Georgia State Un...
2024
970
18,818
Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations Ke Liang1, Sihang Zhou2*, Meng Liu1 Yue Liu1, Wenxuan Tu1, Yi Zhang1, Liming Fang3, Zhe Liu4, Xinwang Liu1* 1School of Computer, National University of Defense Technology, Changsha, China 2School of Intelligence Sc...
2024
971
18,819
A Comprehensive Augmentation Framework for Anomaly Detection Jiang Lin,Yaping Yan* School of Computer Science and Engineering, Southeast University, Nanjing 210096, China Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry o...
2024
972
18,820
Temporally and Distributionally Robust Optimization for Cold-Start Recommendation Xinyu Lin1, Wenjie Wang1*, Jujia Zhao1, Yongqi Li2, Fuli Feng3, Tat-Seng Chua1 1National University of Singapore 2The Hong Kong Polytechnic University 3MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, U...
2024
973
18,821
Towards Continual Knowledge Graph Embedding via Incremental Distillation Jiajun Liu1*, Wenjun Ke1, 2*†, Peng Wang1, 2†, Ziyu Shang1, Jinhua Gao3, Guozheng Li1, Ke Ji1, Yanhe Liu1 1School of Computer Science and Engineering, Southeast University 2Key Laboratory of New Generation Artificial Intelligence Technolog...
2024
974
18,822
Graph Disentangled Contrastive Learning with Personalized Transfer for Cross-Domain Recommendation Jing Liu, Lele Sun, Weizhi Nie, Peiguang Jing, Yuting Su* School of Electrical and Information Engineering, Tianjin University, China {jliu tju, sunlele, weizhinie, pgjing, ytsu}@tju.edu.cn Abstract Cross-Doma...
2024
975
18,823
Multimodal Event Causality Reasoning with Scene Graph Enhanced Interaction Network Jintao Liu, Kaiwen Wei *, Chenglong Liu University of Chinese Academy of Sciences {liujintao201, weikaiwen19, liuchenglong20}@mails.ucas.ac.cn Abstract Multimodal event causality reasoning aims to recognize the causal rel...
2024
976
18,824
AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction Qi Liu1*, Xuyang Hou2, Defu Lian1†, Zhe Wang2, Haoran Jin1, Jia Cheng2, Jun Lei2 1 University of Science and Technology of China 2 Meituan {qiliu67,HaoranJin}@mail.ustc.edu.cn, {liandefu}@ustc.edu.cn {houxuyang,wangzhe65,jia.cheng.sh,le...
2024
977
18,825
Online Conversion Rate Prediction via Multi-Interval Screening and Synthesizing under Delayed Feedback Qiming Liu1,2, Xiang Ao1,2,3*, Yuyao Guo1,2, Qing He1,2* 1Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS, Beijing 100190, China 2Un...
2024
978
18,826
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs Ruoqi Liu1, Lingfei Wu2, Ping Zhang1 1The Ohio State University 2Anytime.AI liu.7324@osu.edu, lwu@anytime-ai.com, zhang.10631@osu.edu Abstract Treatment effect estimation (TEE) is the task of determini...
2024
979
18,827
Spherical Pseudo-Cylindrical Representation for Omnidirectional Image Super-resolution Qing Cai1, Mu Li2, Dongwei Ren3, Jun Lyu4, Haiyong Zheng1∗, Junyu Dong1∗, Yee-Hong Yang5 1 Faculty of Computer Science and Technology, Ocean University of China 2 School of Computer Science and Technology, Harbin Institute of...
2024
98
18,828
Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation Weiming Liu1, Chaochao Chen1*, Xinting Liao1, Mengling Hu1, Yanchao Tan2, Fan Wang1, Xiaolin Zheng1, Yew-Soon Ong3 1College of Computer Science and Technology, Zhejiang University, China 2Co...
2024
980
18,829
Knowledge Graph Error Detection with Contrastive Confidence Adaption Xiangyu Liu1, Yang Liu1, Wei Hu1,2,* 1 State Key Laboratory for Novel Software Technology, Nanjing University, China 2 National Institute of Healthcare Data Science, Nanjing University, China {xyl, yliu20}.nju@gmail.com, whu@nju.edu.cn Abstr...
2024
981
18,830
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off Yu-An Liu1,2, Ruqing Zhang1,2, Mingkun Zhang1,2, Wei Chen1,2, Maarten de Rijke3, Jiafeng Guo1,2, Xueqi Cheng1,2 1CAS Key Lab of Network Data Science and Technology, Institute of Computing Tech...
2024
982
18,831
Full Bayesian Significance Testing for Neural Networks Zehua Liu1, Zimeng Li1, Jingyuan Wang1,2,3*, Yue He4 1School of Computer Science and Engineering, Beihang University, Beijing, China 2School of Economics and Management, Beihang University, Beijing, China 3Key Laboratory of Data Intelligence and Management ...
2024
983
18,832
KGDM: A Diffusion Model to Capture Multiple Relation Semantics for Knowledge Graph Embedding Xiao Long1, Liansheng Zhuang1*, Aodi Li1, Jiuchang Wei1, Houqiang Li1, Shafei Wang2 1University of Science and Technology of China, Hefei 230026, China 2Peng Cheng Laboratory, Shenzhen 518000, China longxiao1997@mail....
2024
984
18,833
Deep Hierarchical Video Compression Ming Lu1,2, Zhihao Duan3, Fengqing Zhu3, and Zhan Ma1* 1School of Electronic Science and Engineering, Nanjing University 2Interdisciplinary Research Center for Future Intelligent Chips (Chip-X), Nanjing University 3Elmore Family School of Electrical and Computer Engineering, ...
2024
985
18,834
Spectral-Based Graph Neural Networks for Complementary Item Recommendation Haitong Luo1, 2, Xuying Meng1, 5, Suhang Wang3, Hanyun Cao1, 2 Weiyao Zhang1, Yequan Wang4, Yujun Zhang1, 2, 6* 1Institute of Computing Technology, Chinese Academy of Sciences, 2University of Chinese Academy of Sciences, 3Pennsylvani...
2024
986
18,835
Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach Haiping Ma1, Changqian Wang1, Hengshu Zhu2, Shangshang Yang3*, Xiaoming Zhang1, Xingyi Zhang4* 1Department of Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institutes of Phy...
2024
987
18,836
Plug-In Diffusion Model for Sequential Recommendation Haokai Ma1, Ruobing Xie3, Lei Meng2,1*, Xin Chen3, Xu Zhang3, Leyu Lin3, Zhanhui Kang3 1 School of Software, Shandong University, China 2 Shandong Research Institute of Industrial Technology, China 3 Tencent, China mahaokai@mail.sdu.edu.cn, ruobingxie@tenc...
2024
988
18,837
Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation Yijun Ma1, Chaozhuo Li2, Xiao Zhou1* 1 Gaoling School of Artificial Intelligence, Renmin University of China 2 Beijing University of Posts and Telecommunications mayj hedgehog@ruc.edu.cn, lichaozhuobupt@...
2024
989
18,838
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser Qingyuan Cai1*, Xuecai Hu1*, Saihui Hou1,2†, Li Yao1, Yongzhen Huang1,2† 1School of Artificial Intelligence, Beijing Normal University 2WATRIX.AI caiqingyuan@mail.bnu.edu.cn, {huxc1208, housaihui, yaoli, huan...
2024
99
18,839
Graph Contrastive Invariant Learning from the Causal Perspective Yanhu Mo1, Xiao Wang2∗, Shaohua Fan3,4, Chuan Shi1* 1Beijing University of Posts and Telecommunications 2 Beihang University 3 Tsinghua University 4 Key Laboratory of Big Data Artificial Intelligence in Transportation, Ministry of Education(Beij...
2024
990
18,840
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces Jiaxin Pan1, Mojtaba Nayyeri1, Yinan Li1, Steffen Staab1,2 1University of Stuttgart, Stuttgart, Germany 2University of Southampton, Southampton, United Kingdom jiaxin.pan@ki.uni-stuttgart.de, mojtaba.nayyeri@ki.un...
2024
991
18,841
Cross-Domain Contrastive Learning for Time Series Clustering Furong Peng1, 2, Jiachen Luo1, 2, Xuan Lu3*, Sheng Wang4, Feijiang Li1, 2 1 Institute of Big Data Science and Industry, Shanxi University 2 School of Computer and Information Technology, Shanxi University 3 College of Physics and Electronic Engineerin...
2024
992
18,842
Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks Chenyang Qiu1, Guoshun Nan1*, Tianyu Xiong1, Wendi Deng1, Di Wang1, Zhiyang Teng2, Lijuan Sun1, Qimei Cui1, Xiaofeng Tao1 1Beijing University of Posts and Telecommunications, China 2Nanyang Technological Unive...
2024
993
18,843
Link Prediction in Multilayer Networks via Cross-Network Embedding Guojing Ren1, Xiao Ding2, Xiao-Ke Xu3, Hai-Feng Zhang2* 1Institutes of Physical Science and Information Technology, Anhui University 2Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Mathematical ...
2024
994
18,844
Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings Jihyeon Seong*1, Jungmin Kim*1, Jaesik Choi1, 2 1Korea Advanced Institute of Science and Technology (KAIST), South Korea 2INEEJI, South Korea {jihyeon.seong, aldirl7, jaesik.choi}@kaist.ac.kr Abstract In Time Series Classi...
2024
995
18,845
LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation Bin Shang1,2, Yinliang Zhao1,2*, Jun Liu1,2, Di Wang3* 1Shaanxi Provincial Key Laboratory of Big Data Knowledge Engineering, School of Computer Science and Technology, Xi’an Jiaotong University, China 2National Engineering Lab ...
2024
996
18,846
Mixed Geometry Message and Trainable Convolutional Attention Network for Knowledge Graph Completion Bin Shang1,2, Yinliang Zhao1,2*, Jun Liu1,2, Di Wang3* 1Shaanxi Provincial Key Laboratory of Big Data Knowledge Engineering, School of Computer Science and Technology, Xi’an Jiaotong University, China 2National...
2024
997
18,847
ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution Shuyao Shang 1, Zhengyang Shan 1, Guangxing Liu 1, LunQian Wang 2, XingHua Wang 2, Zekai Zhang 3, Jinglin Zhang∗1 1 Shandong University 2 Linyi University 3 Qilu University of Technology 202000800098@mail.sdu.edu.cn, 202000800128@mail.sdu...
2024
998
18,848
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention Yehjin Shin*, Jeongwhan Choi*, Hyowon Wi, Noseong Park Yonsei University, Seoul, South Korea {yehjin.shin, jeongwhan.choi, wihyowon, noseong}@yonsei.ac.kr Abstract Sequential recommendation (SR) models based on Transformers ...
2024
999