| Cross-Domain Disentangled Learning for E-Commerce Live Streaming Recommendation |
Yixin Zhang (Shandong University)*; Yong Liu (Nanyang Technological University); Hao Xiong (Alibaba); YI
LIU (Alibaba); Fuqiang Yu (Shangdong university); Wei He (Shandong University); Yonghui Xu (Shandong
University); Lizhen Cui (ShanDong University); Chunyan Miao (NTU) |
| HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction |
Jie Zhou (Meituan)*; Xianshuai Cao (Meituan); Wenhao Li (Meituan); Lin Bo (Meituan); Kun Zhang
(Meituan); Chuan Luo (Beihang University); Qian Yu (Beihang University) |
| OpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Model using Persistent
Memory |
cheng chen (4Paradigm Inc.)*; yilin wang (4Paradigm Inc.); Jun Yang (4Paradigm Inc.); yiming liu
(4Paradigm Inc.); mian lu (4Paradigm Inc.); zhao zheng (4Paradigm Inc.); Bingsheng He (National
University of Singapore); Weng-Fai Wong (National University of Singapore); liang you (alibaba); penghao
sun (alibaba); Yuping Zhao (Intel); fenghua hu (Intel); Andy Rudoff (Intel) |
| Construction and Applications of Billion-Scale Pre-trained Multimodal Business Knowledge Graph |
Shumin Deng (National University of Singapore)*; Chengming Wang (alibaba ); Zhoubo Li (Zhejiang
University); Ningyu Zhang (Zhejiang University); zelin Dai (Alibaba); Hehong Chen (Alibaba); Feiyu Xiong
(Alibaba Group); Ming Yan (Alibaba Group); Qiang Chen (Alibaba Group); Mosha Chen (Alibaba Group);
Jiaoyan Chen (The University of Manchester); Jeff Z. Pan (The University of Edinburgh); Bryan Hooi
(NUS); Huajun Chen (Zhejiang University) |
| REDE: Exploring Relay Transportation for Efficient Last-mile Delivery |
Wenjun Lyu (Rutgers Universiy)*; Haotian Wang (JD Logistic); Zhiqing Hong (Rutgers University); Guang
Wang (Florida State University); Yu Yang (Lehigh University); Yunhuai Liu (Peking University); Desheng
Zhang (Rutgers University) |
| ALT: An Automatic System for Long Tail Scenario Modeling |
Ya-Lin Zhang (Ant Group)*; Jun Zhou (Ant Services Group ); Yankun Ren (Ant Financial Services Group);
Yue Zhang (Ant Group); Xinxing Yang (Ant Group); Meng Li (Ant Group); Qitao Shi (Ant Group); longfei li
(Ant Financial Services Group ) |
| Scalable Online Interval Join on Modern Multicore Processors in OpenMLDB |
Hao Zhang (4Paradigm Inc.)*; Xianzhi Zeng (Singapore University of Technology and Design); Shuhao Zhang
(Singapore University of Technology and Design); Xinyi Liu (4Paradigm Inc.); mian lu (4Paradigm Inc.);
zhao zheng (4Paradigm Inc.) |
| Accelerating Cloud-Native Databases with Distributed PMem Stores |
Jason Sun (Bytedance )*; Haoxiang Ma (ByteDance); zhang li (Bytedance); Huicong Liu (bytedance); Haiyang
Shi (ByteDance Inc); Shangyu Luo (ByteDance); kai Wu (Microsoft ); Kevin Bruhwiler (University of
California Irvine); Cheng Zhu (Bytedance.com); Yuanyuan Nie (ByteDance Inc.); Jianjun Chen (Bytedance);
Lei Zhang (ByteDance); Yuming Liang (ByteDance Inc.) |
| Hierarchical Interest Modeling of Long-tailed Users for Click-Through Rate Prediction |
Xu Xie (Peking University)*; Jin Niu (Alibaba Group); Lifang Deng (Alibaba Group); Dan Wang (Alibaba
Group); Jiandong Zhang (Alibaba); Zhihua Wu (Lazada); Kaigui Bian (Peking University); Gang Cao (Beijing
Academy of Artificial Intelligence); Bin Cui (Peking University) |
| Automatic Synonym Extraction and Context-based Query Reformulation for Points-of-Interest Search |
Pengfei Li (Grabtaxi Holdings Pte. Ltd.)*; Gaurav Gaurav (Grab) |
| MAMDR: A Model Agnostic Learning Framework for Multi-Domain Recommendation |
Linhao Luo (Monash University)*; Yumeng Li (Alibaba Group); bu yu gao (Alibaba); Shuai Tang (Independent
Researcher); Sinan Wang (Alibaba Group); Jiancheng Li (Alibaba Group); Tanchao Zhu (Alibaba Group);
Jiancai Liu (Alibaba Group); Li Zhao (Zhejiang University); Shirui Pan (Griffith University) |
| Efficient and Effective Path Compression in Large Graphs |
Yilun Huang (University of Technology Sydney)*; Dong Wen (University of New South Wales); Longbin Lai
(Alibaba Group); Zhengping Qian (Alibaba Group); Ying Zhang (University of Technology Sydney); Lu Qin
(UTS) |
| Modeling Intra- and Inter-community Information for Route and Time Prediction in Last-mile Delivery |
Yuting Qiang (Cainiao smart logistics network, Alibaba Group)*; Haomin Wen (Beijing Jiaotong
University); lixia wu (Cainiao Ltd. ); Xiaowei Mao (Beijing Jiaotong University); Fan Wu (Cainiao
Network); Huaiyu Wan (Beijing Jiaotong University); Haoyuan Hu (Cainiao Network) |
| DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation |
Feng Zhu (Ant Group)*; mingjie zhong (antgroup); Xinxing Yang (Ant Group); longfei li (Ant Financial
Services Group ); Lu Yu (Ant Group); Tiehua Zhang (Ant Group); Jun Zhou (Ant Financial); Chaochao Chen
(Zhejiang University); Fei Wu (Zhejiang University, China); Guanfeng Liu (Macquarie University); Yan
Wang (Macquarie University, Austrilia) |
| COME: Learning to Coordinate Crowdsourcing and Regular Couriers for Offline Delivery During Online Mega
Sale Days |
Guanzhou Zhu (Beijing University of Posts and Telecommunications)*; Dong Zhao (Beijing University of
Posts and Telecommunications); Yizong Wang (Beijing University of Posts and Telecommunications); Haotian
Wang (JD Logistic); Desheng Zhang (Rutgers University); Huadong Ma (Beijing University of Posts and
Telecommunications) |
| FLBooster: A Unified and Efficient Platform for Federated Learning Acceleration |
Zhihao Zeng (Zhejiang University); Yuntao Du (Zhejiang University); Ziquan Fang (Zhejiang University);
Lu Chen (Zhejiang University); Shiliang Pu (Hikvision Research Institute); Guodong Chen (Hikvision
Research Institute); Hui Wang (Hikvision Research Institute); Yunjun Gao (Zhejiang University)* |
| ResuFormer: Semantic Structure Understanding for Resumes via Multi-modal Pre-training |
Kaichun Yao (Baidu)*; Jingshuai Zhang (Baidu); Chuan Qin (Baidu); Xin Song (Baidu Inc.); Peng Wang
(Baidu Inc.); Hengshu Zhu (Baidu); Hui Xiong (Hong Kong University of Science and Tech) |
| SUFS: A Generic Storage Usage Forecasting Service Through Adaptive Ensemble Learning |
Luming Sun (Renmin University of China)*; Shijin Gong (University of Science and Technology of China);
Tieying Zhang (Bytedance); Fuxin Jiang (ByteDance Inc.); Zhibing Zhao (ByteDance); Jianjun Chen
(Bytedance); Xinyu Zhang (Chinese Academy of Sciences) |
| GARCIA: Powering Representations of Long-tail Query with Multi-granularity Contrastive Learning |
weifan Wang (antgroup)*; Binbin Hu (Ant Financial Services Group); zhicheng peng (AntGroup); mingjie
zhong (antgroup); Zhiqiang Zhang (Ant Group); Zhongyi Liu (Ant Group); Guannan Zhang (Ant Group); Jun
Zhou (Ant Financial) |
| Backward-Sort for Time Series in Apache IoTDB |
Zhang Xiaojian (Tsinghua University); Hongyin Zhang (Tsinghua University); Shaoxu Song (Tsinghua
University)*; Xiangdong Huang (Timecho Limited); Chen Wang (Timecho Limited); Jianmin Wang (“Tsinghua
University, China”) |
| Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search |
Bolong Zheng (Huazhong University of Science and Technology)*; ziyang yue (Huazhong University of
Science and Technology); Qi Hu (Huazhong University of Science and Technology); Xiaomeng Yi (Zhejiang
Lab); Xiaofan Luan (ZilliZ); Charles Xie (Zilliz); Xiaofang Zhou (The Hong Kong University of Science
and Technology); Christian S Jensen (Aalborg University) |
| Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce
|
Zhen-Lin Chen (JD.com)* |
| InferTurbo: A Scalable System for Boosting Full-graph Inference of Graph Neural Network over Huge Graphs
|
Dalong Zhang (Ant Financial Services Group)*; Xianzheng Song (Ant Financial Services Group); Zhiyang Hu
(Ant Financial Services Group); Yang Li (Ant Financial Services Group); Miao Tao (Ant Financial Services
Group); Binbin Hu (Ant Financial Services Group); Lin Wang (Ant Financial); Zhiqiang Zhang (Ant Group);
Jun Zhou (Ant Financial) |
| Who Would be Interested in Services? An Entity Graph Learning System for User Targeting |
dan yang (Ant Group)*; Binbin Hu (Ant Financial Services Group); Xiaoyan Yang (Ant group); Yue Shen (Ant
Financial Services Group); Zhiqiang Zhang (Ant Group); Jinjie Gu (Ant Financial); Guannan Zhang (Ant
Financial Services Group) |
| Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle |
Shuncheng Liu (University of Electronic Science and Technology of China); Yuyang Xia (University of
Electronic Science and Technology of China); Xu Chen (University of Electronic Science and Technology of
China); jiandong xie (HUAWEI TECHNOLOGIES CO.LTD.); Han Su (University of Electronic Science and
Technology of China); Kai Zheng (University of Electronic Science and Technology of China)* |
| SAMI: A Shape-Aware Cycling Map Inference Framework for Designated Driving Service |
Wenyi Shen (East China Normal University); Wenyu Wu (East china normal university); Jiali Mao (East
China Normal University)*; Jie Chen (East China Normal University); Shaosheng Cao (DiDi); Lisheng Zhao
(Didi chuxing); Aoying Zhou (East China Normal University ); Lin Zhou (Didi Chuxing) |
| PUSION – A Generic and Automated Framework for Decision Fusion |
Yannick Wilhelm (Festo SE & Co. KG; University of Stuttgart)*; Peter Reimann (Graduate School
advanced Manufacturing Engineering); Wolfgang Gauchel (Festo SE & Co. KG); Steffen Klein (Saarland
University); Bernhard Mitschang (University of Stuttgart) |
| M2G4RTP: A Multi-Level and Multi-Task Graph Model for Instant-Logistics Route and Time Joint Prediction
|
Tianyue Cai (Beijing Jiaotong University)*; Huaiyu Wan (Beijing Jiaotong University); Fan Wu (Cainiao
Network); Haomin Wen (Beijing Jiao University); Shengnan Guo (Beijing Jiaotong University); lixia wu
(Cainiao Ltd. ); Haoyuan Hu (Cainiao Network); Youfang Lin (Beijing Jiaotong University) |
| UniMatch: A Unified User-Item Matching Framework for the Multi-purpose Merchant Marketing |
Qifang Zhao (Alibaba)*; Tianyu Li (Alibaba); Meng Du (Alibaba); Yu Jiang (Alibaba); Qinghui Sun (Alibaba
Group); Zhongyao Wang (Alibaba Group); Hong Liu (Alibaba); Huan Xu (Alibaba Group) |
| Dataset Similarity Detection for Global Deduplication in the DD File System |
Smriti Thakkar (Dell Technologies)*; Philip Shilane (Dell Technologies); Kao-Feng Hsieh (Dell
Technologies); Tony Wong (Retired); Hetaben Saraiya (Dell Technologies); Zachary Tom (Dell Technologies)
|
| Reactive Company Control in Company Knowledge Graphs |
Davide Magnanimi (Politecnico di Milano)*; Luigi Bellomarini (Banca d’Italia); Stefano Ceri (Politecnico
di Milano); Davide Martinenghi (Politecnico di Milano) |
| AIM: A practical approach to automated index management for SQL databases |
Ritwik Yadav (Facebook Inc)*; Satyanarayana R. Valluri (Meta Platforms, Inc.); Mohamed Zait (Meta) |
| PM-Blade: A Persistent Memory Augmented LSM-tree Storage for Database |
Yinan Zhang (East China Normal University); Huiqi Hu (East China Normal University)*; Xuan Zhou (East
China Normal University); Enlong Xie (Meituan); Hongdi Ren (Meituan); Le Jin (Meituan) |
| Firestore: The NoSQL Serverless Database for the Application Developer |
Ram Kesavan (Google Inc.)*; David Gay (Google, Inc.); Daniel O Thevessen (Google LLC); Jimit Shah
(Google LLC); C Mohan (Tsinghua University) |
| Sim2Rec: A Simulator-based Decision-Making Approach to Optimize Real-World Long-term User Engagement in
Sequential Recommender Systems |
Xiong-Hui Chen (Nanjing University)*; Bowei He (City University of Hong Kong); Yang Yu (Nanjing
University); Qingyang Li (Didi Research America); Zhiwei (Tony) Qin (Lyft); Wenjie Shang (AI Labs, Didi
Chuxing); Jieping Ye (Didi Chuxing); Chen Ma (City University of Hong Kong) |
| Delivery Time Prediction Using Large-Scale Graph Structure Learning Based on Quantile Regression |
Lei Zhang (Shandong University)*; Xin Zhou (Nanyang Technological University); Zhiwei Zeng (Nanyang
Technological University); Yiming Cao (Shandong University); Yonghui Xu (Shandong University); Mingliang
Wang (Alibaba Group); xingyu wu (Alibaba Group); Yong Liu (Nanyang Technological University); Lizhen Cui
(ShanDong University); Zhiqi Shen (NTU) |
| Cougar: A General Framework for Jobs Optimization In Cloud |
mingjie tang (Ant Financial)*; Bo Sang (AntGroup); Liu Jian (AntGroup); shuiwei Gu (Antgroup); xiaojun
Zhan (AntGroup) |
| Continual Causal Inference with Incremental Observational Data |
Zhixuan Chu (Ant Group)*; Ruopeng Li (Ant Group); Stephen Rathbun (University of Georgia); Sheng Li
(University of Virginia) |
| Automatic Fusion Network for Cold-start CVR Prediction with Explicit Multi-Level Representation |
Jipeng Jin (Shanghai Jiao Tong University)*; Guangben Lu (Tencent); Sijia Li (Shanghai Jiao Tong
Univesity); Xiaofeng Gao (Shanghai Jiao Tong University); Ao Tan (Tencent); Lifeng Wang (Tencent) |
| Tele-Knowledge Pre-training for Fault Analysis |
Zhuo Chen (Zhejiang University)*; Wen Zhang (Zhejiang University); Yufeng Huang (Zhejiang University);
Mingyang Chen (Zhejiang University); Yuxia Geng (Zhejiang University); Hongtao Yu (Zhejiang University);
Zhen Bi (Zhejiang University); Yichi Zhang (Zhejiang University); Zhen Yao (Zhejiang University);
Wenting Song (Huawei Technologies Co., Ltd); Wu Xinliang (Huawei); Yi Yang (HUAWEI TECHNOLOGIES CO.,
LTD.); Song Jiang (Huawei Technologies Co., Ltd); Zhaoyang Lian (Huawei); Yingying Li (Huawei
Technologies Co., Ltd.); Huajun Chen (Zhejiang University) |
| Decision Support System for Chronic Diseases Based on Drug-Drug Interactions |
Tian Bian (The Chinese University of Hong Kong)*; Yuli Jiang (The Chinese Univercity of Hong Kong); Jia
Li (Hong Kong University of Science and Technology); Tingyang Xu (Tencent AI Lab); Yu Rong (Tencent AI
Lab); Yi Su (Hunan Normal University); Timothy KWOK (The Chinese University of Hong Kong); Helen Meng
(The Chinese University of Hong Kong); Hong Cheng (Chinese University of Hong Kong) |
| Two-Sided Instant Incentive Optimization under a Shared Budget in Ride-Hailing Services |
Junlin Chen (Tsinghua University); Xin Liu (Meituan); Weidong Liu (Meituan); Hai Jiang (Tsinghua
University)* |
| LightMIRM: Light Meta-learned Invariant Risk Minimization for Trustworthy Loan Default Prediction |
M Jiang (University of Science and Technology of China)*; Yang Zhang (University of Science and
Technology of China); Yuan Gao (University of Science and Technology of China); Yansong Wang (Chery Fs);
Fuli Feng (University of Science and Technology of China); Xiangnan He (University of Science and
Technology of China) |
| StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time Applications |
Mariam BARRY (BNP Paribas*, Institut Polytechnique de Paris); Jacob MONTIEL (Amazon, University of
Waikato); Albert BIFET (University of Waikato, Institut Polytechnique de Paris); Sameer WADKAR (Domino
Data Lab); Nikolay MANCHEV (Domino Data Lab); Max HALFORD (Carbonfact), Raja CHIKY (3 DS OUTSCALE); Saad
El JAOUHARI (ISEP), Katherine B SHAKMAN (Lyra); Joudi AL FEHAILY (BNP Paribas); Fabrice LE DEIT (BNP
Paribas), Vinh-Thuy TRAN (BNP Paribas); Eric GUERIZEC (BNP Paribas) |
| GCRL: Efficient Delivery Area Assignment for Last-mile Logistics with Group-based Cooperative
Reinforcement Learning |
Hai Wang (Southeast University)*; Shuai Wang (Southeast University); Yu Yang (Lehigh University);
Desheng Zhang (Rutgers University) |
| A Rule-based Decision System for Financial Applications. |
Meng Li (Ant Group)*; Jun Zhou (Ant Services Group ); Lu Yu (Ant Group); Xiaoguang Huang (Ant Group);
Yongfeng Gu (Ant Group); Christopher Ding (Ant Group); Hao Ding (Ant Group); longfei li (Ant Financial
Services Group ) |
| BASM: A Bottom-up Adaptive Spatiotemporal Model for Online Food Ordering Service |
Boya Du (Alibaba Group)*; Shaochuan Lin (Alibaba Group); Jiong Gao (Alibaba Group); Xiyu Ji (Alibaba
Group); Mengya Wang (Alibaba Group); Taotao Zhou (Alibaba Group); hengxu he (Alibaba Group); Jia Jia
(Alibaba Group); Ning Hu (Alibaba Group) |
