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Bill Lin
ORCID
Publication Activity (10 Years)
Years Active: 1997-2024
Publications (10 Years): 25
Top Topics
Deep Learning
Convolutional Network
Integer Arithmetic
Channel Allocation
Top Venues
CoRR
SLIP
ACM Trans. Archit. Code Optim.
IEEE Access
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Publications
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Tzu-Chien Hsueh
,
Yeshaiahu Fainman
,
Bill Lin
Monolithic Silicon-Photonics Linear-Algebra Accelerators Enabling Next-Gen Massive MIMO.
CoRR
(2024)
Mahdi Morafah
,
Weijia Wang
,
Bill Lin
A Practical Recipe for Federated Learning Under Statistical Heterogeneity Experimental Design.
CoRR
(2023)
Saeed Vahidian
,
Mahdi Morafah
,
Weijia Wang
,
Vyacheslav Kungurtsev
,
Chen Chen
,
Mubarak Shah
,
Bill Lin
Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces.
AAAI
(2023)
Chung-Kuan Cheng
,
Chester Holtz
,
Andrew B. Kahng
,
Bill Lin
,
Uday Mallappa
DAGSizer: A Directed Graph Convolutional Network Approach to Discrete Gate Sizing of VLSI Graphs.
ACM Trans. Design Autom. Electr. Syst.
28 (4) (2023)
Litao Qiao
,
Weijia Wang
,
Bill Lin
Alternative Formulations of Decision Rule Learning from Neural Networks.
Mach. Learn. Knowl. Extr.
5 (3) (2023)
Litao Qiao
,
Weijia Wang
,
Sanjoy Dasgupta
,
Bill Lin
Rethinking Logic Minimization for Tabular Machine Learning.
IEEE Trans. Artif. Intell.
4 (5) (2023)
Saeed Vahidian
,
Sreevatsank Kadaveru
,
Woonjoon Baek
,
Weijia Wang
,
Vyacheslav Kungurtsev
,
Chen Chen
,
Mubarak Shah
,
Bill Lin
When Do Curricula Work in Federated Learning?
ICCV
(2023)
Weijia Wang
,
Litao Qiao
,
Bill Lin
Disjunctive Threshold Networks for Tabular Data Classification.
IEEE Open J. Comput. Soc.
4 (2023)
Chung-Kuan Cheng
,
Andrew B. Kahng
,
Bill Lin
,
Yucheng Wang
,
Dooseok Yoon
Gear-Ratio-Aware Standard Cell Layout Framework for DTCO Exploration.
SLIP
(2023)
Chung-Kuan Cheng
,
Bill Lin
,
Byeonggon Kang
,
Yucheng Wang
Invited Paper: The Scope and Challenges of Scaling in Advanced Technologies.
SLIP
(2023)
Mahdi Morafah
,
Saeed Vahidian
,
Weijia Wang
,
Bill Lin
FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution.
CoRR
(2022)
Weijia Wang
,
Bill Lin
Optimizing 3D U-Net-based Brain Tumor Segmentation with Integer-arithmetic Deep Learning Accelerators.
ACM J. Emerg. Technol. Comput. Syst.
18 (2) (2022)
Chung-Kuan Cheng
,
Chia-Tung Ho
,
Daeyeal Lee
,
Bill Lin
Monolithic 3D Semiconductor Footprint Scaling Exploration Based on VFET Standard Cell Layout Methodology, Design Flow, and EDA Platform.
IEEE Access
10 (2022)
Dharanidhar Dang
,
Bill Lin
,
Debashis Sahoo
: An All-photonic Neuromorphic Accelerator for Energy-efficient Deep Learning.
ACM Trans. Archit. Code Optim.
19 (3) (2022)
Dharanidhar Dang
,
Amitash Nanda
,
Bill Lin
,
Debashis Sahoo
NeuCASL: From Logic Design to System Simulation of Neuromorphic Engines.
CoRR
(2022)
Dharanidhar Dang
,
Bill Lin
,
Debashis Sahoo
LiteCON: An All-Photonic Neuromorphic Accelerator for Energy-efficient Deep Learning (Preprint).
CoRR
(2022)
Uday Mallappa
,
Chung-Kuan Cheng
,
Bill Lin
JARVA: Joint Application-Aware Oblivious Routing and Static Virtual Channel Allocation.
IEEE Des. Test
39 (6) (2022)
Daeyeal Lee
,
Bill Lin
,
Chung-Kuan Cheng
SMT-Based Contention-Free Task Mapping and Scheduling on 2D/3D SMART NoC with Mixed Dimension-Order Routing.
ACM Trans. Archit. Code Optim.
19 (1) (2022)
Uday Mallappa
,
Chung-Kuan Cheng
,
Bill Lin
Joint Application-Aware Oblivious Routing and Static Virtual Channel Allocation.
IEEE Embed. Syst. Lett.
14 (4) (2022)
Jicang Cai
,
Saeed Vahidian
,
Weijia Wang
,
Mohsen Joneidi
,
Bill Lin
Neural Routing in Meta Learning.
CoRR
(2022)
Saeed Vahidian
,
Mahdi Morafah
,
Weijia Wang
,
Vyacheslav Kungurtsev
,
Chen Chen
,
Mubarak Shah
,
Bill Lin
Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces.
CoRR
(2022)
Saeed Vahidian
,
Sreevatsank Kadaveru
,
Woonjoon Baek
,
Weijia Wang
,
Vyacheslav Kungurtsev
,
Chen Chen
,
Mubarak Shah
,
Bill Lin
When Do Curricula Work in Federated Learning?
CoRR
(2022)
Mahdi Morafah
,
Saeed Vahidian
,
Chen Chen
,
Mubarak Shah
,
Bill Lin
Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks.
CoRR
(2022)
Chung-Kuan Cheng
,
Chia-Tung Ho
,
Chester Holtz
,
Daeyeal Lee
,
Bill Lin
Machine Learning Prediction for Design and System Technology Co-Optimization Sensitivity Analysis.
IEEE Trans. Very Large Scale Integr. Syst.
30 (8) (2022)
Saeed Vahidian
,
Mohsen Joneidi
,
Ashkan Esmaeili
,
Siavash Khodadadeh
,
Sharare Zehtabian
,
Bill Lin
Spectrum Pursuit With Residual Descent for Column Subset Selection Problem: Theoretical Guarantees and Applications in Deep Learning.
IEEE Access
10 (2022)
Ivo Bolsens
,
Hugo J. De Man
,
Bill Lin
,
Karl van Rompaey
,
Steven Vercauteren
,
Diederik Verkest
Hardware/software co-design of digital telecommunication systems.
Proc. IEEE
85 (3) (1997)