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ORCIDSiwei Zhang 0001
Person information
- affiliation: Fudan University, China
Other persons with the same name
- Siwei Zhang (aka: SiWei Zhang, Si-wei Zhang) — disambiguation page
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2020 – today
- 2025
[j1]Yongrui Fu
, Yun Xiong, Siwei Zhang, Kangxiang Jia:
Molecular Property Prediction Based on Motif-Centric Multi-Grain Pretaining and Finetuning Strategy. IEEE Trans. Comput. Biol. Bioinform. 22(5): 1979-1990 (2025)- [c6]Zehao Gu, Yateng Tang, Jiarong Xu, Siwei Zhang, Xuehao Zheng, Xi Chen, Yun Xiong:
SSH-T3 : A Hierarchical Pre-training Framework for Multi-Scenario Financial Risk Assessment. CIKM 2025: 5674-5682 - [c5]Xi Chen, Yateng Tang, Jiarong Xu, Jiawei Zhang, Siwei Zhang, Sijia Peng, Xuehao Zheng, Yun Xiong:
Rethinking Time Encoding via Learnable Transformation Functions. ICML 2025 - [i8]Siwei Zhang, Yun Xiong, Yateng Tang, Xi Chen, Zian Jia, Zehao Gu, Jiarong Xu, Jiawei Zhang:
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models. CoRR abs/2503.14411 (2025) - [i7]Xi Chen, Yateng Tang, Jiarong Xu, Jiawei Zhang, Siwei Zhang, Sijia Peng, Xuehao Zheng, Yun Xiong:
Rethinking Time Encoding via Learnable Transformation Functions. CoRR abs/2505.00887 (2025) - 2024
- [c4]Xi Chen, Yun Xiong, Siwei Zhang, Jiawei Zhang, Yao Zhang, Shiyang Zhou, Xixi Wu, Mingyang Zhang, Tengfei Liu, Weiqiang Wang:
DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning. CIKM 2024: 301-311 - [c3]Siwei Zhang, Xi Chen, Yun Xiong, Xixi Wu, Yao Zhang, Yongrui Fu, Yinglong Zhao, Jiawei Zhang:
Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling. KDD 2024: 4290-4301 - [i6]Xi Chen, Siwei Zhang, Yun Xiong, Xixi Wu, Jiawei Zhang, Xiangguo Sun, Yao Zhang, Feng Zhao, Yulin Kang:
Prompt Learning on Temporal Interaction Graphs. CoRR abs/2402.06326 (2024) - [i5]Siwei Zhang, Xi Chen, Yun Xiong, Xixi Wu, Yao Zhang, Yongrui Fu, Yinglong Zhao, Jiawei Zhang:
Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling. CoRR abs/2406.11891 (2024) - [i4]Xi Chen, Yun Xiong, Siwei Zhang, Jiawei Zhang, Yao Zhang, Shiyang Zhou, Xixi Wu, Mingyang Zhang, Tengfei Liu, Weiqiang Wang:
DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning. CoRR abs/2407.18523 (2024) - 2023
- [c2]Siwei Zhang, Yun Xiong, Yao Zhang, Yiheng Sun, Xi Chen, Yizhu Jiao, Yangyong Zhu:
RDGSL: Dynamic Graph Representation Learning with Structure Learning. CIKM 2023: 3174-3183 - [c1]Siwei Zhang, Yun Xiong, Yao Zhang, Xixi Wu, Yiheng Sun, Jiawei Zhang:
iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation. CIKM 2023: 3216-3225 - [i3]Xi Chen, Yongxiang Liao, Yun Xiong, Yao Zhang, Siwei Zhang, Jiawei Zhang, Yiheng Sun:
SPEED: Streaming Partition and Parallel Acceleration for Temporal Interaction Graph Embedding. CoRR abs/2308.14129 (2023) - [i2]Siwei Zhang, Yun Xiong, Yao Zhang, Xixi Wu, Yiheng Sun, Jiawei Zhang:
iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation. CoRR abs/2309.02012 (2023) - [i1]Siwei Zhang, Yun Xiong, Yao Zhang, Yiheng Sun, Xi Chen, Yizhu Jiao, Yangyong Zhu:
RDGSL: Dynamic Graph Representation Learning with Structure Learning. CoRR abs/2309.02025 (2023)
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