280 citations · 1.2k across the 67 of their papers we have counts for
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Dimensions of Furstenberg sets and an extension of Bourgain's projection theorem
Pablo Shmerkin, Hong Wang
We show that the Hausdorff dimension of -Furstenberg sets is at least , where depends only on and . This improves the previously best known bound for $…
QuantPipe: Applying Adaptive Post-Training Quantization for Distributed Transformer Pipelines in Dynamic Edge Environments
Haonan Wang, Connor Imes, Souvik Kundu +3
Pipeline parallelism has achieved great success in deploying large-scale transformer models in cloud environments, but has received less attention in edge environments. Unlike in c…
Single-Pass Contrastive Learning Can Work for Both Homophilic and Heterophilic Graph
Haonan Wang, Jieyu Zhang, Qi Zhu +3
Existing graph contrastive learning (GCL) techniques typically require two forward passes for a single instance to construct the contrastive loss, which is effective for capturing…
A restricted projection problem for fractal sets in
Shengwen Gan, Shaoming Guo, Hong Wang
Let be a smooth curve that is non-degenerate. Take and a Borel set . We prove that the orthogonal projection of to the…
Linear Optical Modulators for Prospective Communications at the 2 μm Waveband
Jia Xu Brian Sia, Xiang Li, X. Guo +8
The 2 μm waveband is an area that could have significant technological consequences, with applications ranging from spectroscopy, LIDAR and free-space communications. The developme…
BEBERT: Efficient and Robust Binary Ensemble BERT
Jiayi Tian, Chao Fang, Haonan Wang +1
Pre-trained BERT models have achieved impressive accuracy on natural language processing (NLP) tasks. However, their excessive amount of parameters hinders them from efficient depl…