Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approachby Chaoxi Niu, Guansong Pang, Ling…
Towards characterizing the value of edge embeddings in Graph Neural Networksby Dhruv Rohatgi, Tanya Marwah,…
Let’s Ask GNN: Empowering Large Language Model for Graph In-Context Learningby Zhengyu Hu, Yichuan Li,…
DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactionsby Stefano Fiorini, Giulia M. Bovolenta,…
TopoTune : A Framework for Generalized Combinatorial Complex Neural Networksby Mathilde Papillon, Guillermo Bernárdez, Claudio…
TCGU: Data-centric Graph Unlearning based on Transferable Condensationby Fan Li, Xiaoyang Wang, Dawei Cheng, Wenjie…
Improving Temporal Link Prediction via Temporal Walk Matrix Projectionby Xiaodong Lu, Leilei Sun, Tongyu Zhu,…
LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferencesby Zhenxiao Fu, Fan Chen, Shan Zhou,…
SynthFormer: Equivariant Pharmacophore-based Generation of Synthesizable Molecules for Ligand-Based Drug Designby Zygimantas Jocys, Zhanxing Zhu,…
BACKTIME: Backdoor Attacks on Multivariate Time Series Forecastingby Xiao Lin, Zhining Liu, Dongqi Fu, Ruizhong…