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	Title	Author(s)	Issue Date
	Dynamic Representation Learning for Large-Scale Attributed Networks Proceeding/Conference:International Conference on Information and Knowledge Management, Proceedings	Liu, ZhijunHuang, ChaoYu, YanweiSong, PengFan, BaodeDong, Junyu	2020
	Personalized Imputation on Wearable-Sensory Time Series via Knowledge Transfer Proceeding/Conference:International Conference on Information and Knowledge Management, Proceedings	Wu, XianMattingly, StephenMirjafari, ShayanHuang, ChaoChawla, Nitesh V.	2020
	Joint modeling of local and global behavior dynamics for session-based recommendation Proceeding/Conference:ECAI 2020: 24th European Conference on Artificial Intelligence 29 August–8 September 2020, Santiago de Compostela, Spain	Xu, YongChen, JiahuiHuang, ChaoZhang, BoXing, HaoDai, PengBo, Liefeng	2020
	Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network Proceeding/Conference:SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval	Xia, LianghaoHuang, ChaoXu, YongDai, PengZhang, BoBo, Liefeng	2020
	Hierarchically Structured Transformer Networks for Fine-Grained Spatial Event Forecasting Proceeding/Conference:The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020	Wu, XianHuang, ChaoZhang, ChuxuChawla, Nitesh V.	2020
	Deep prototypical networks for imbalanced time series classification under data scarcity Proceeding/Conference:International Conference on Information and Knowledge Management, Proceedings	Huang, ChaoWu, XianZhang, XuchaoLin, SuwenChawla, Nitesh V.	2019
	Similarity-aware network embedding with self-paced learning Proceeding/Conference:International Conference on Information and Knowledge Management, Proceedings	Huang, ChaoShi, BaoxuZhang, XuchaoWu, XianChawla, Nitesh V.	2019
	Deep dynamic fusion network for traffic accident forecasting Proceeding/Conference:International Conference on Information and Knowledge Management, Proceedings	Huang, ChaoZhang, ChuxuDai, PengBo, Liefeng	2019
	Heterogeneous graph neural network Proceeding/Conference:Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining	Zhang, ChuxuSong, DongjinHuang, ChaoSwami, AnanthramChawla, Nitesh V.	2019
	Online purchase prediction via multi-scale modeling of behavior dynamics Proceeding/Conference:Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining	Huang, ChaoZhang, ChuxuWu, XianZhao, JiashuYin, DaweiZhang, XuchaoChawla, Nitesh V.	2019
	MIST: A multiview and multimodal spatial-temporal learning framework for citywide abnormal event forecasting Proceeding/Conference:The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019	Huang, ChaoWu, XianZhang, ChuxuYin, DaweiZhao, JiashuChawla, Nitesh V.	2019
	Towards optimally decentralized multi-robot collision avoidance via deep reinforcement learning Proceeding/Conference:2018 IEEE International Conference on Robotics and Automation (ICRA)	Long, PinxinFanl, TingxiangLiao, XinyiLiu, WenxiZhang, HaoPan, Jia	2018
	Collaborative Human-Robot Motion Generation Using LSTM-RNN Proceeding/Conference:2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids)	Zhao, XuanChumkamon, SakmongkonDuan, ShuandaRojas, JuanPan, Jia	2019
	Restful: Resolution-aware forecasting of behavioral time series data Proceeding/Conference:International Conference on Information and Knowledge Management, Proceedings	Wu, XianShi, BaoxuDong, YuxiaoHuang, ChaoFaust, LouisChawla, Nitesh V.	2018
	DeepCrime: Attentive hierarchical recurrent networks for crime prediction Proceeding/Conference:International Conference on Information and Knowledge Management, Proceedings	Huang, ChaoZhang, JunboZheng, YuChawla, Nitesh V.	2018
	Manipulating Highly Deformable Materials Using a Visual Feedback Dictionary Proceeding/Conference:2018 IEEE International Conference on Robotics and Automation (ICRA)	Jia, BiaoHu, ZhePan, JiaManocha, Dinesh	2018
	Considering Human Behavior in Motion Planning for Smooth Human-Robot Collaboration in Close Proximity Proceeding/Conference:2018 27th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)	Zhao, XuanPan, Jia	2018
	Camel: Content-aware and meta-path augmented metric learning for author identification Proceeding/Conference:The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018	Zhang, ChuxuHuang, ChaoYu, LuZhang, XiangliangChawla, Nitesh V.	2018
	Reliable fake review detection via modeling temporal and behavioral patterns Proceeding/Conference:2017 IEEE International Conference on Big Data (Big Data)	Wu, XianDong, YuxiaoTao, JunHuang, ChaoChawla, Nitesh V.	2017
	Towards reliable hypothesis validation in social sensing applications Proceeding/Conference:2018 15th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)	Wang, DongZhang, DanielHuang, Chao	2018