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Hao Liu 0026

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affiliation: Baidu Research, Business Intelligence Lab, Beijing, China
affiliation (PhD 2017): Hong Kong University of Science and Technology, Hong Kong
affiliation (former): South China University of Technology, Guangzhou, China

Other persons with the same name

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Hao Liu — disambiguation page
Hao Liu 0001 — Chinese Academy of Sciences, National Space Science Center, Key Laboratory of Microwave Remote Sensing, Beijing, China
Hao Liu 0002 — Donghua University, College of Information Science and Technology, Shanghai, China
Hao Liu 0003 — Tencent YouTu Lab, Hefei, China (and 1 more)
Hao Liu 0004 — Beihang University, School of Astronautics, Beijing, China (and 1 more)
Hao Liu 0005 — University College London, UK
Hao Liu 0006 — Tsinghua University, Department of Computer Science and Technology, Key Laboratory of Pervasive Computing, Beijing, China
Hao Liu 0007 — Stanford University, Department of Computer Science, Stanford, CA, USA (and 2 more)
Hao Liu 0008 — Chinese Academie of Sciences, Shenyang Institute of Automation, State Key Laboratory of Robotics, China (and 2 more)
Hao Liu 0009 — Technical University Eindhoven, Netherlands

Hao Liu 0010 — Pioneer Suntec Electronic Technology Co., Ltd, Shanghai, China (and 1 more)
Hao Liu 0011 — Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong (and 1 more)
Hao Liu 0012 — Shenyang Aerospace University, Faculty of Aerospace Engineering, China (and 1 more)
Hao Liu 0013 — Southeast University, National ASIC System Engineering Research Center, Nanjing, Wuxi, China
Hao Liu 0014 — Alcatel-Lucent, Shanghai, China
Hao Liu 0015 — Duke University, Durham, NC, USA (and 1 more)
Hao Liu 0016 — Chiba University, Graduate School of Engineering, Japan
Hao Liu 0017 — Guangxi University of Technology, Liuzhou, China
Hao Liu 0018 — Stanford University, CA, USA (and 1 more)
Hao Liu 0019 — Ningxia University, School of Information Engineering, Yinchuan, China (and 1 more)
Hao Liu 0020 — University of Warwick, UK
Hao Liu 0021 — LMA, Marseille, France
Hao Liu 0022 — LIP6, Paris, France
Hao Liu 0023 — Zhejiang University, State Key Laboratory of Industrial Control Technology, Hangzhou, China
Hao Liu 0024 — Central South University, Changsha, China
Hao Liu 0025 — New Jersey Institute of Technology (NJIT), Newark, NJ, USA
Hao Liu 0027 — Shanghai Jiao Tong University, School of Biomedical Engineering, China
Hao Liu 0028 — Hong Kong Baptist University, Department of Mathematics, Hong Kong (and 2 more)
Hao Liu 0029 — Nanjing University of Aeronautics and Astronautics, College of Mechanical and Electronics, China
Hao Liu 0030 — Tsinghua University, Department of Electrical Engineering, State Key Laboratory of Power System, Beijing, China
Hao Liu 0031 — University of Electronic Science and Technology of China, National Key Laboratory of Science and Technology on Communications, Chengdu, China
Hao Liu 0032 — University of Science and Technology Liaoning, School of Science, Anshan, China (and 1 more)
Hao Liu 0033 — Shantou University, Department of Electronic Engineering, Shantou, China
Hao Liu 0034 — Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, Beijing, China
Hao Liu 0035 — University of Nottingham, Faculty of Engineering, Nottingham, UK
Hao Liu 0036 — University of Electronic Science and Technology of China, Research Institute of Electronic Science and Technology, Chengdu, China
Hao Liu 0037 — Beihang University, School of Economics and Management, Beijing, China
Hao Liu 0038 — North China Electric Power University, State Key Lab of Alternate Electric Power System With Renewable Energy Sources, Beijing, China
Hao Liu 0039 — Tianjin University, School of Electrical and Information Engineering, Tianjin Key Laboratory of Process Measurement and Control, China
Hao Liu 0040 — Beijing Municipal Commission of Transport, Beijing Transportation Information Center, China (and 1 more)
Hao Liu 0041 — Beihang University, School of Biological Science and Medical Engineering, Beijing, China
Hao Liu 0042 — KU Leuven, ESAT-TELEMIC Research Division, Belgium
Hao Liu 0043 — Dalian University of Technology, Faculty of Electronic Information and Electrical Engineering, China
Hao Liu 0044 — Shandong University, School of Information Science and Engineering, Qingdao, China
Hao Liu 0045 — Ocean University of China, Department of Computer Science and Technology, Qingdao, China
Hao Liu 0046 — Guangxi Normal University, College of Electronic Engineering, China
Hao Liu 0047 — Huazhong University of Science and Technology, School of Electrical and Electronic Engineering, State Key Laboratory of Advanced Electromagnetic Engineering and Technology, Wuhan, China (and 1 more)
Hao Liu 0048 — Nanjing Forestry University, China
Hao Liu 0049 — First Institution of Oceanography, Qingdao, China
Hao Liu 0050 — Hunan University, Department of Applied Physics, School of Physics and Electronics, Changsha, China
Hao Liu 0051 — China University of Geosciences, School of Computer Sciences, Wuhan, China
Hao Liu 0052 — Hangzhou Dianzi University, MOE Key Laboratory of RF Circuits and Systems, Zhejiang, China
Hao Liu 0053 — Beijing University of Posts and Telecommunications, School of Electronic Engineering, China
Hao Liu 0054 — Montclair State University, NJ, USA (and 2 more)
Hao Liu 0055 — University of California, Berkeley, CA, USA
Hao Liu 0056 — Huazhong Agricultural University, Wuhan, Hubei, China (and 1 more)
Hao Liu 0057 — Washington University in St. Louis (WashU), St. Louis, MO, USA

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Journal Articles

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2024
[j19]
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Can Chen, Hao Liu, Zeming Liu, Xue Liu, Dejing Dou:
Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation. Neurocomputing 574: 127219 (2024)
[j18]
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Jindong Han, Weijia Zhang, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong:
BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks. Proc. VLDB Endow. 17(5): 1081-1090 (2024)
2023
[j17]
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Hao Liu, Qingyu Guo, Hengshu Zhu, Yanjie Fu, Fuzhen Zhuang, Xiaojuan Ma, Hui Xiong:
Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective. ACM Trans. Knowl. Discov. Data 17(5): 68:1-68:24 (2023)
[j16]
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Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu:
Interactive Reinforcement Learning for Feature Selection With Decision Tree in the Loop. IEEE Trans. Knowl. Data Eng. 35(2): 1624-1636 (2023)
[j15]
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Zeming Liu, Ding Zhou, Hao Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu, Hui Xiong:
Graph-Grounded Goal Planning for Conversational Recommendation. IEEE Trans. Knowl. Data Eng. 35(5): 4923-4939 (2023)
[j14]
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Jindong Han, Hao Liu, Haoyi Xiong, Jing Yang:
Semi-Supervised Air Quality Forecasting via Self-Supervised Hierarchical Graph Neural Network. IEEE Trans. Knowl. Data Eng. 35(5): 5230-5243 (2023)
[j13]
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Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Hui Xiong:
Polestar++: An Intelligent Routing Engine for National-Wide Public Transportation. IEEE Trans. Knowl. Data Eng. 35(6): 6194-6208 (2023)
[j12]
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Weijia Zhang, Hao Liu, Hui Xiong, Tong Xu, Fan Wang, Haoran Xin, Hua Wu:
RLCharge: Imitative Multi-Agent Spatiotemporal Reinforcement Learning for Electric Vehicle Charging Station Recommendation. IEEE Trans. Knowl. Data Eng. 35(6): 6290-6304 (2023)
[j11]
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Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong:
Kill Two Birds With One Stone: A Multi-View Multi-Adversarial Learning Approach for Joint Air Quality and Weather Prediction. IEEE Trans. Knowl. Data Eng. 35(11): 11515-11528 (2023)
[j10]
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Yuchen Li, Haoyi Xiong, Qingzhong Wang, Linghe Kong, Hao Liu, Haifang Li, Jiang Bian, Shuaiqiang Wang, Guihai Chen, Dejing Dou, Dawei Yin:
COLTR: Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization for Web Search. IEEE Trans. Knowl. Data Eng. 35(12): 12542-12555 (2023)
[j9]
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Hao Liu, Jindong Han, Yanjie Fu, Yanyan Li, Kai Chen, Hui Xiong:
Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training. VLDB J. 32(2): 325-342 (2023)
2022
[j8]
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Ting Li, Yiming Zhang, Hao Liu, Guangtao Xue, Ling Liu:
Fast Compressive Spectral Clustering for Large-Scale Sparse Graph. IEEE Trans. Big Data 8(1): 193-202 (2022)
[j7]
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Yuecheng Rong, Zhimian Xu, Jun Liu, Hao Liu, Jian Ding, Xuanyu Liu, Wei Luo, Chuanming Zhang, Jiaxiang Gao:
Du-Bus: A Realtime Bus Waiting Time Estimation System Based On Multi-Source Data. IEEE Trans. Intell. Transp. Syst. 23(12): 24524-24539 (2022)
[j6]
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Hao Liu, Qingyu Guo, Hengshu Zhu, Fuzhen Zhuang, Shenwen Yang, Dejing Dou, Hui Xiong:
Who will Win the Data Science Competition? Insights from KDD Cup 2019 and Beyond. ACM Trans. Knowl. Discov. Data 16(5): 98:1-98:24 (2022)
[j5]
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Nengjun Zhu, Jian Cao, Xinjiang Lu, Chuanren Liu, Hao Liu, Yanyan Li, Xiangfeng Luo, Hui Xiong:
Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network. ACM Trans. Knowl. Discov. Data 16(6): 116:1-116:23 (2022)
[j4]
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Hao Liu, Yongxin Tong, Jindong Han, Panpan Zhang, Xinjiang Lu, Hui Xiong:
Incorporating Multi-Source Urban Data for Personalized and Context-Aware Multi-Modal Transportation Recommendation. IEEE Trans. Knowl. Data Eng. 34(2): 723-735 (2022)
[j3]
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Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Tong Xu, Hui Xiong:
Semi-Supervised City-Wide Parking Availability Prediction via Hierarchical Recurrent Graph Neural Network. IEEE Trans. Knowl. Data Eng. 34(8): 3984-3996 (2022)
2020
[j2]
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Hao Liu, Jindong Han, Yanjie Fu, Jingbo Zhou, Xinjiang Lu, Hui Xiong:
Multi-Modal Transportation Recommendation with Unified Route Representation Learning. Proc. VLDB Endow. 14(3): 342-350 (2020)
2018
[j1]
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Hao Liu, Jiang Xiao, Haoyu Tan, Qiong Luo, Jintao Zhao, Lionel M. Ni:
Efficient Detection of Soft Concatenation Mapping. IEEE Trans. Knowl. Data Eng. 30(11): 2106-2119 (2018)

Conference and Workshop Papers

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2024
[c54]
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Zixuan Yuan, Hao Liu, Haoyi Zhou, Denghui Zhang, Xiao Zhang, Hao Wang, Hui Xiong:
Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification. AAAI 2024: 16623-16632
[c53]
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Wenshuo Chao, Zhaopeng Qiu, Likang Wu, Zhuoning Guo, Zhi Zheng, Hengshu Zhu, Hao Liu:
A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction. AAAI 2024: 19813-19822
[c52]
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Zhuoning Guo, Duanyi Yao, Qiang Yang, Hao Liu:
HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning. KDD 2024: 968-979
[c51]
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Weijia Zhang, Le Zhang, Jindong Han, Hao Liu, Yanjie Fu, Jingbo Zhou, Yu Mei, Hui Xiong:
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks. KDD 2024: 4302-4313
[c50]
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Wenzhao Jiang, Jindong Han, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong:
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction. KDD 2024: 5206-5217
[c49]
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Weijia Zhang, Jindong Han, Zhao Xu, Hang Ni, Hao Liu, Hui Xiong:
Urban Foundation Models: A Survey. KDD 2024: 6633-6643
2023
[c48]
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Yuecheng Rong, Juntao Yao, Jun Liu, Yifan Fang, Wei Luo, Hao Liu, Jie Ma, Zepeng Dan, Jinzhu Lin, Zhi Wu, Yan Zhang, Chuanming Zhang:
GBTTE: Graph Attention Network Based Bus Travel Time Estimation. CIKM 2023: 4794-4800
[c47]
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Lu Dai, Liqian Ma, Shenhan Qian, Hao Liu, Ziwei Liu, Hui Xiong:
Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing. ICCV 2023: 14961-14971
[c46]
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Nengjun Zhu, Jieyun Huang, Jian Cao, Xinjiang Lu, Hao Liu, Hui Xiong:
MtiRec: A Medical Test Recommender System based on the Analysis of Treatment Programs. ICDM 2023: 898-907
[c45]
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Fan Liu, Weijia Zhang, Hao Liu:
Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training. KDD 2023: 1417-1428
[c44]
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Jindong Han, Hao Liu, Shui Liu, Xi Chen, Naiqiang Tan, Hua Chai, Hui Xiong:
iETA: A Robust and Scalable Incremental Learning Framework for Time-of-Arrival Estimation. KDD 2023: 4100-4111
[c43]
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Siqi Lai, Weijia Zhang, Hao Liu:
A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation. KDD 2023: 4346-4356
[c42]
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Hao Liu, Wenzhao Jiang, Shui Liu, Xi Chen:
Uncertainty-Aware Probabilistic Travel Time Prediction for On-Demand Ride-Hailing at DiDi. KDD 2023: 4516-4526
2022
[c41]
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Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong:
Learning to Walk with Dual Agents for Knowledge Graph Reasoning. AAAI 2022: 5932-5941
[c40]
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Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. ACL (Findings) 2022: 3187-3201
[c39]
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Lijie Wang, Yaozong Shen, Shuyuan Peng, Shuai Zhang, Xinyan Xiao, Hao Liu, Hongxuan Tang, Ying Chen, Hua Wu, Haifeng Wang:
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP. CoNLL 2022: 70-84
[c38]
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Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu:
Feature and Instance Joint Selection: A Reinforcement Learning Perspective. IJCAI 2022: 2016-2022
[c37]
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Weijia Zhang, Hao Liu, Jindong Han, Yong Ge, Hui Xiong:
Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing. KDD 2022: 2471-2481
[c36]
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Zhuoning Guo, Hao Liu, Le Zhang, Qi Zhang, Hengshu Zhu, Hui Xiong:
Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning. KDD 2022: 2957-2967
[c35]
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Hao Liu, Qian Gao, Xiaochao Liao, Guangxing Chen, Hao Xiong, Silin Ren, Guobao Yang, Zhiwei Zha:
Lion: A GPU-Accelerated Online Serving System for Web-Scale Recommendation at Baidu. KDD 2022: 3388-3397
[c34]
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Fan Liu, Hao Liu, Wenzhao Jiang:
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models. NeurIPS 2022
2021
[c33]
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Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou, Hui Xiong:
Community-Aware Multi-Task Transportation Demand Prediction. AAAI 2021: 320-327
[c32]
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Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou:
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks. AAAI 2021: 4081-4089
[c31]
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Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong:
Out-of-Town Recommendation with Travel Intention Modeling. AAAI 2021: 4529-4536
[c30]
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Zixuan Yuan, Hao Liu, Renjun Hu, Denghui Zhang, Hui Xiong:
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling. AAAI 2021: 4644-4652
[c29]
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Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. ACL/IJCNLP (1) 2021: 2592-2607
[c28]
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Ding Zhou, Hao Liu, Tong Xu, Le Zhang, Rui Zha, Hui Xiong:
Transportation Recommendation with Fairness Consideration. DASFAA (3) 2021: 566-578
[c27]
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Wei Fan, Kunpeng Liu, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu:
Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance. ICDM 2021: 1054-1059
[c26]
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Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fuzhen Zhuang, Hui Xiong, Haifeng Chen:
Domain-oriented Language Modeling with Adaptive Hybrid Masking and Optimal Transport Alignment. KDD 2021: 2145-2153
[c25]
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Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong:
JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu. KDD 2021: 3289-3298
[c24]
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Qi Zhang, Hengshu Zhu, Ying Sun, Hao Liu, Fuzhen Zhuang, Hui Xiong:
Talent Demand Forecasting with Attentive Neural Sequential Model. KDD 2021: 3906-3916
[c23]
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Weijia Zhang, Hao Liu, Lijun Zha, Hengshu Zhu, Ji Liu, Dejing Dou, Hui Xiong:
MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal. KDD 2021: 3937-3947
[c22]
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Can Chen, Shuhao Zheng, Xi Chen, Erqun Dong, Xue (Steve) Liu, Hao Liu, Dejing Dou:
Generalized DataWeighting via Class-Level Gradient Manipulation. NeurIPS 2021: 14097-14109
[c21]
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Wei Fan, Kunpeng Liu, Hao Liu, Ahmad Hariri, Dejing Dou, Yanjie Fu:
AutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement Learning. SDM 2021: 342-350
[c20]
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Zixuan Yuan, Hao Liu, Junming Liu, Yanchi Liu, Yang Yang, Renjun Hu, Hui Xiong:
Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching. WWW 2021: 1586-1597
[c19]
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Weijia Zhang, Hao Liu, Fan Wang, Tong Xu, Haoran Xin, Dejing Dou, Hui Xiong:
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning. WWW 2021: 1856-1867
2020
[c18]
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Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Hui Xiong:
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction. AAAI 2020: 1186-1193
[c17]
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Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu:
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis. ACL 2020: 4067-4076
[c16]
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Yunjie Ji, Hao Liu, Bolei He, Xinyan Xiao, Hua Wu, Yanhua Yu:
Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification. EMNLP (1) 2020: 7012-7023
[c15]
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Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu:
AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning. ICDM 2020: 1008-1013
[c14]
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Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong:
Why We Go Where We Go: Profiling User Decisions on Choosing POIs. IJCAI 2020: 3459-3465
[c13]
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Shuangli Li, Jingbo Zhou, Tong Xu, Hao Liu, Xinjiang Lu, Hui Xiong:
Competitive Analysis for Points of Interest. KDD 2020: 1265-1274
[c12]
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Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong:
Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine. KDD 2020: 2321-2329
[c11]
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Zixuan Yuan, Hao Liu, Yanchi Liu, Denghui Zhang, Fei Yi, Nengjun Zhu, Hui Xiong:
Spatio-Temporal Dual Graph Attention Network for Query-POI Matching. SIGIR 2020: 629-638
[c10]
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Hui Luo, Jingbo Zhou, Zhifeng Bao, Shuangli Li, J. Shane Culpepper, Haochao Ying, Hao Liu, Hui Xiong:
Spatial Object Recommendation with Hints: When Spatial Granularity Matters. SIGIR 2020: 781-790
2019
[c9]
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Hao Liu, Ting Li, Renjun Hu, Yanjie Fu, Jingjing Gu, Hui Xiong:
Joint Representation Learning for Multi-Modal Transportation Recommendation. AAAI 2019: 1036-1043
[c8]
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Hao Liu, Yongxin Tong, Panpan Zhang, Xinjiang Lu, Jianguo Duan, Hui Xiong:
Hydra: A Personalized and Context-Aware Multi-Modal Transportation Recommendation System. KDD 2019: 2314-2324
2018
[c7]
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Bing He, Dian Zhang, Siyuan Liu, Hao Liu, Dawei Han, Lionel M. Ni:
Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit. IEEE BigData 2018: 1387-1396
2017
[c6]
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Hao Liu, Jiang Xiao, Xianjun Guo, Haoyu Tan, Qiong Luo, Lionel M. Ni:
Cuttle: Enabling Cross-Column Compression in Distributed Column Stores. APWeb/WAIM (2) 2017: 219-226
[c5]
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Hao Liu, Yudian Ji, Jiang Xiao, Haoyu Tan, Qiong Luo, Lionel M. Ni:
TICC: Transparent Inter-Column Compression for Column-Oriented Database Systems. CIKM 2017: 2171-2174
[c4]
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Fengchao Peng, Xibo Zhou, Hao Liu, Haoyu Tan, Qiong Luo, Jiye Hu:
A Time Series Classification Method for Battery Event Detection. ICPADS 2017: 17-24
[c3]
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Hao Liu, Jiang Xiao, Fengchao Peng:
Scalable Hash Ripple Join on Spark. ICPADS 2017: 419-428
2016
[c2]
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Hongfeng Chai, Hao Liu, Xibo Zhou, Yanjun Xu, Shuo He, Jinzhi Hua, Dongjie He, Weihuai Liu:
UStore: An optimized storage system for enterprise data warehouses at UnionPay. IEEE BigData 2016: 1574-1578
[c1]
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Yudian Ji, Hao Liu, Xiaoying Liu, Ye Ding, Wuman Luo:
A Comparison of Road-Network-Constrained Trajectory Compression Methods. ICPADS 2016: 256-263

Informal and Other Publications

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2024
[i37]
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Can Chen, Hao Liu, Zeming Liu, Xue Liu, Dejing Dou:
Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation. CoRR abs/2401.00272 (2024)
[i36]
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Wenshuo Chao, Zhaopeng Qiu, Likang Wu, Zhuoning Guo, Zhi Zheng, Hengshu Zhu, Hao Liu:
A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction. CoRR abs/2401.17838 (2024)
[i35]
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  - journals/corr/abs-2402-01749
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Weijia Zhang, Jindong Han, Zhao Xu, Hang Ni, Hao Liu, Hui Xiong:
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models. CoRR abs/2402.01749 (2024)
[i34]
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  - journals/corr/abs-2402-09617
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Xinyuan Wang, Liang Wu, Liangjie Hong, Hao Liu, Yanjie Fu:
LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations. CoRR abs/2402.09617 (2024)
[i33]
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  - journals/corr/abs-2403-19181
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Wenshuo Chao, Zhi Zheng, Hengshu Zhu, Hao Liu:
Make Large Language Model a Better Ranker. CoRR abs/2403.19181 (2024)
[i32]
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  - journals/corr/abs-2406-12923
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Wenzhao Jiang, Jindong Han, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong:
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction. CoRR abs/2406.12923 (2024)
2023
[i31]
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  - journals/corr/abs-2304-01829
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Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen:
A Survey on Vertical Federated Learning: From a Layered Perspective. CoRR abs/2304.01829 (2023)
[i30]
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  - journals/corr/abs-2305-13697
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Hao Yang, Can Gao, Hao Liu, Xinyan Xiao, Yanyan Zhao, Bing Qin:
UNIMO-3: Multi-granularity Interaction for Vision-Language Representation Learning. CoRR abs/2305.13697 (2023)
[i29]
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  - journals/corr/abs-2306-10351
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Fan Liu, Siqi Lai, Yansong Ning, Hao Liu:
Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network. CoRR abs/2306.10351 (2023)
[i28]
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  - journals/corr/abs-2306-14126
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Fan Liu, Weijia Zhang, Hao Liu:
Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training. CoRR abs/2306.14126 (2023)
[i27]
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  - journals/corr/abs-2306-14421
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Siqi Lai, Weijia Zhang, Hao Liu:
A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation. CoRR abs/2306.14421 (2023)
[i26]
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  - journals/corr/abs-2308-16818
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Weijia Zhang, Le Zhang, Jindong Han, Hao Liu, Jingbo Zhou, Yu Mei, Hui Xiong:
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network. CoRR abs/2308.16818 (2023)
[i25]
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  - journals/corr/abs-2310-09620
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Jindong Han, Weijia Zhang, Hao Liu, Hui Xiong:
Machine Learning for Urban Air Quality Analytics: A Survey. CoRR abs/2310.09620 (2023)
[i24]
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  - journals/corr/abs-2312-12477
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Wenzhao Jiang, Hao Liu, Hui Xiong:
Survey on Trustworthy Graph Neural Networks: From A Causal Perspective. CoRR abs/2312.12477 (2023)
[i23]
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  - journals/corr/abs-2312-16044
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Siqi Lai, Zhao Xu, Weijia Zhang, Hao Liu, Hui Xiong:
Large Language Models as Traffic Signal Control Agents: Capacity and Opportunity. CoRR abs/2312.16044 (2023)
2022
[i22]
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  - journals/corr/abs-2203-09067
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Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. CoRR abs/2203.09067 (2022)
[i21]
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  - journals/corr/abs-2205-07867
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Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu:
Feature and Instance Joint Selection: A Reinforcement Learning Perspective. CoRR abs/2205.07867 (2022)
[i20]
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  - journals/corr/abs-2205-11097
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Lijie Wang, Yaozong Shen, Shuyuan Peng, Shuai Zhang, Xinyan Xiao, Hao Liu, Hongxuan Tang, Ying Chen, Hua Wu, Haifeng Wang:
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP. CoRR abs/2205.11097 (2022)
[i19]
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  - journals/corr/abs-2206-00147
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Can Chen, Chen Ma, Xi Chen, Sirui Song, Hao Liu, Xue Liu:
Unbiased Implicit Feedback via Bi-level Optimization. CoRR abs/2206.00147 (2022)
[i18]
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  - journals/corr/abs-2210-02447
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  - https://dblp.org/rec/journals/corr/abs-2210-02447
Fan Liu, Hao Liu, Wenzhao Jiang:
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models. CoRR abs/2210.02447 (2022)
2021
[i17]
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  - journals/corr/abs-2101-02969
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Hui Luo, Jingbo Zhou, Zhifeng Bao, Shuangli Li, J. Shane Culpepper, Haochao Ying, Hao Liu, Hui Xiong:
Spatial Object Recommendation with Hints: When Spatial Granularity Matters. CoRR abs/2101.02969 (2021)
[i16]
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  - journals/corr/abs-2101-12555
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Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong:
Out-of-Town Recommendation with Travel Intention Modeling. CoRR abs/2101.12555 (2021)
[i15]
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  - journals/corr/abs-2102-07359
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Weijia Zhang, Hao Liu, Fan Wang, Tong Xu, Haoran Xin, Dejing Dou, Hui Xiong:
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning. CoRR abs/2102.07359 (2021)
[i14]
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  - journals/corr/abs-2106-01674
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Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong:
JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu. CoRR abs/2106.01674 (2021)
[i13]
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  - journals/corr/abs-2107-05180
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Weijia Zhang, Hao Liu, Lijun Zha, Hengshu Zhu, Ji Liu, Dejing Dou, Hui Xiong:
MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal. CoRR abs/2107.05180 (2021)
[i12]
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  - journals/corr/abs-2108-13140
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Lijie Wang, Hao Liu, Shuyuan Peng, Hongxuan Tang, Xinyan Xiao, Ying Chen, Hua Wu:
A Sentiment Analysis Dataset for Trustworthiness Evaluation. CoRR abs/2108.13140 (2021)
[i11]
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  - journals/corr/abs-2109-08333
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Hongxuan Tang, Hao Liu, Xinyan Xiao, Hua Wu:
A Multimodal Sentiment Dataset for Video Recommendation. CoRR abs/2109.08333 (2021)
[i10]
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  - journals/corr/abs-2111-00056
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Can Chen, Shuhao Zheng, Xi Chen, Erqun Dong, Xue Liu, Hao Liu, Dejing Dou:
Generalized Data Weighting via Class-level Gradient Manipulation. CoRR abs/2111.00056 (2021)
[i9]
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  - journals/corr/abs-2112-03024
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Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fuzhen Zhuang, Hui Xiong, Haifeng Chen:
Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment. CoRR abs/2112.03024 (2021)
[i8]
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  - journals/corr/abs-2112-12876
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Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong:
Learning to Walk with Dual Agents for Knowledge Graph Reasoning. CoRR abs/2112.12876 (2021)
2020
[i7]
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  - journals/corr/abs-2005-05635
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Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu:
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis. CoRR abs/2005.05635 (2020)
[i6]
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  - journals/corr/abs-2007-07195
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Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong:
Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine. CoRR abs/2007.07195 (2020)
[i5]
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  - journals/corr/abs-2008-12001
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Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu:
AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning. CoRR abs/2008.12001 (2020)
[i4]
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  - journals/corr/abs-2010-02506
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Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu:
Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop. CoRR abs/2010.02506 (2020)
[i3]
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  - journals/corr/abs-2012-15037
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Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou:
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks. CoRR abs/2012.15037 (2020)
[i2]
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  - journals/corr/abs-2012-15409
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Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. CoRR abs/2012.15409 (2020)
2019
[i1]
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  - journals/corr/abs-1911-10516
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Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Hui Xiong:
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction. CoRR abs/1911.10516 (2019)

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