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08/31/2023
Amplitude Prediction from Uplink to Downlink CSI against Receiver Distortion in FDD Systems
In frequency division duplex (FDD) massive multiple-input multiple-outpu...
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08/20/2023
A Study on Robustness and Reliability of Large Language Model Code Generation
Recently, the large language models (LLMs) have shown extraordinary abil...
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07/26/2023
Gleam: An RDMA-accelerated Multicast Protocol for Datacenter Networks
RDMA has been widely adopted for high-speed datacenter networks. However...
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05/24/2023
Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation
Recent advances of incorporating layout information, typically bounding ...
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05/11/2023
Specification and Verification of Side-channel Security for Open-source Processors via Leakage Contracts
Leakage contracts have recently been proposed as a new security abstract...
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04/10/2023
Delving into E-Commerce Product Retrieval with Vision-Language Pre-training
E-commerce search engines comprise a retrieval phase and a ranking phase...
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04/08/2023
FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement
With the increasing data volume, there is a trend of using large-scale p...
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02/14/2023
Bilateral-Fuser: A Novel Multi-cue Fusion Architecture with Anatomical-aware Tokens for Fovea Localization
Accurate localization of fovea is one of the primary steps in analyzing ...
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01/30/2023
MAKE: Vision-Language Pre-training based Product Retrieval in Taobao Search
Taobao Search consists of two phases: the retrieval phase and the rankin...
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01/27/2023
Improved Differential-neural Cryptanalysis for Round-reduced Simeck32/64
In CRYPTO 2019, Gohr presented differential-neural cryptanalysis by buil...
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12/05/2022
2D Human Pose Estimation with Explicit Anatomical Keypoints Structure Constraints
Recently, human pose estimation mainly focuses on how to design a more e...
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11/27/2022
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding
Document images are a ubiquitous source of data where the text is organi...
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09/19/2022
Systematic Constructions of Bent-Negabent Functions, 2-Rotation Symmetric Bent-Negabent Functions and Their Duals
Bent-negabent functions have many important properties for their applica...
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08/26/2022
Non-standard Golay Complementary Sequence Pair over QAM
We generalize the three-stage process for constructing and enumerating G...
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07/14/2022
Boolean Functions of Binary Type-II and Type-II/III Complementary Array Pair
The sequence pairs of length 2^m projected from complementary array pair...
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07/10/2022
The q-ary Golay complementary arrays of size 2^(m) are standard
To find the non-standard binary Golay complementary sequences (GCSs) of ...
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06/08/2022
Dap-FL: Federated Learning flourishes by adaptive tuning and secure aggregation
Federated learning (FL), an attractive and promising distributed machine...
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05/24/2022
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition
Fine-tuning pre-trained language models has recently become a common pra...
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04/13/2022
Improving Differential-Neural Distinguisher Model For DES, Chaskey, and PRESENT
In CRYPTO'19, Gohr proposed a new cryptanalysis strategy using machine l...
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04/08/2022
Communication-Efficient Cluster Federated Learning in Large-scale Peer-to-Peer Networks
A traditional federated learning (FL) allows clients to collaboratively ...
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10/19/2021
Bilateral-ViT for Robust Fovea Localization
The fovea is an important anatomical landmark of the retina. Detecting t...
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08/26/2021
LayoutReader: Pre-training of Text and Layout for Reading Order Detection
Reading order detection is the cornerstone to understanding visually-ric...
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05/30/2021
PPT: A Privacy-Preserving Global Model Training Protocol for Federated Learning in P2P Networks
The concept of Federated Learning has emerged as a convergence of distri...
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05/10/2021
GroupLink: An End-to-end Multitask Method for Word Grouping and Relation Extraction in Form Understanding
Forms are a common type of document in real life and carry rich informat...
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12/01/2020
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment
Machine learning methods are growing in relevance for biometrics and per...
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10/31/2020
Estimating County-Level COVID-19 Exponential Growth Rates Using Generalized Random Forests
Rapid and accurate detection of community outbreaks is critical to addre...
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10/05/2020
Exploring Semantic Capacity of Terms
We introduce and study semantic capacity of terms. For example, the sema...
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09/07/2020
TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis
Multimodal sentiment analysis is an important research area that predict...
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05/12/2020
Constructions of complementary sequence sets and complete complementary codes by 2-level autocorrelation sequences and permutation polynomials
In this paper, a recent method to construct complementary sequence sets ...
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03/06/2020
New Constructions of Complementary Sequence Pairs over 4^q-QAM
The previous constructions of quadrature amplitude modulation (QAM) Gola...
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01/12/2020
New Construction of Complementary Sequence (or Array) Sets and Complete Complementary Codes
A new method to construct q-ary complementary sequence sets (CSSs) and c...
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12/20/2019
New Construction of Optimal Interference-Free ZCZ Sequence Sets by Zak Transform
In this paper, a new construction of interference-free zero correlation ...
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10/23/2019
New Construction of Complementary Sequence (or Array) Sets and Complete Complementary Codes (II)
Previously, we have presented a framework to use the para-unitary (PU) m...
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10/23/2019
New Construction of Complementary Sequence (or Array) Sets and Complete Complementary Codes (I)
A new method to construct q-ary complementary sequence (or array) sets (...
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10/23/2019
A New Method to Construct Gloay Complementary Set by Paraunitary Matrices and Hadamard Matrices
Golay complementary sequences have been put a high value on the applicat...
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03/13/2019
New Characterizations for the Multi-output Correlation-Immune Boolean Functions
In stream ciphers, the correlation-immune functions serve as an importan...
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03/13/2019
