21 citations · 30 across the 14 of their papers we have counts for
5 papers · 1 filter
TrajGEOS: Trajectory Graph Enhanced Orientation-based Sequential Network for Mobility Prediction
Zhaoping Hu, Zongyuan Huang, Jinming Yang +3
Human mobility studies how people move to access their needed resources and plays a significant role in urban planning and location-based services. As a paramount task of human mob…
A General-Purpose Framework for Chemical Reaction Representation with Atomic Correspondence and Flexible Condition Adaptation
Kaipeng Zeng, Xianbin Liu, Yu Zhang +3
Motivation: Organic synthesis is fundamental to the chemical industry, particularly in domains such as pharmaceutical development. While artificial intelligence offers powerful too…
Text-Augmented Multimodal LLMs for Chemical Reaction Condition Recommendation
Yu Zhang, Ruijie Yu, Kaipeng Zeng +5
Identifying reaction conditions that are broadly applicable across diverse substrates is a longstanding challenge in chemical and pharmaceutical research. While many methods are av…
UAlign: Pushing the Limit of Template-free Retrosynthesis Prediction with Unsupervised SMILES Alignment
Kaipeng Zeng, Bo yang, Xin Zhao +5
Motivation: Retrosynthesis planning poses a formidable challenge in the organic chemical industry. Single-step retrosynthesis prediction, a crucial step in the planning process, ha…
SA-LSPL:Sequence-Aware Long- and Short- Term Preference Learning for next POI recommendation
Bin Wang, Yan Zhang, Yan Ma +2
The next Point of Interest (POI) recommendation aims to recommend the next POI for users at a specific time. As users' check-in records can be viewed as a long sequence, methods ba…