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Chuan Wu

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Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems

Mar 13, 2024
Junwei Su, Difan Zou, Chuan Wu

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BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network

Mar 13, 2024
Junwei Su, Lingjun Mao, Chuan Wu

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On the Topology Awareness and Generalization Performance of Graph Neural Networks

Mar 07, 2024
Junwei Su, Chuan Wu

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LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization

Mar 02, 2024
Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Chuan Wu

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LoRA Meets Dropout under a Unified Framework

Feb 25, 2024
Sheng Wang, Liheng Chen, Jiyue Jiang, Boyang Xue, Lingpeng Kong, Chuan Wu

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PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA

Feb 24, 2024
Sheng Wang, Boyang Xue, Jiacheng Ye, Jiyue Jiang, Liheng Chen, Lingpeng Kong, Chuan Wu

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MSPipe: Efficient Temporal GNN Training via Staleness-aware Pipeline

Feb 23, 2024
Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu

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Towards Robust Graph Incremental Learning on Evolving Graphs

Feb 20, 2024
Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu

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Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models

Feb 12, 2024
Jiacheng Ye, Shansan Gong, Liheng Chen, Lin Zheng, Jiahui Gao, Han Shi, Chuan Wu, Zhenguo Li, Wei Bi, Lingpeng Kong

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PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks

Feb 06, 2024
Junwei Su, Difan Zou, Chuan Wu

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