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08/26/2023
EditSum: A Retrieve-and-Edit Framework for Source Code Summarization
Existing studies show that code summaries help developers understand and...
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08/24/2023
Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation
On-device recommender systems recently have garnered increasing attentio...
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08/22/2023
Distinguishing Look-Alike Innocent and Vulnerable Code by Subtle Semantic Representation Learning and Explanation
Though many deep learning (DL)-based vulnerability detection approaches ...
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08/19/2023
Software Architecture in Practice: Challenges and Opportunities
Software architecture has been an active research field for nearly four ...
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08/17/2023
Are They All Good? Studying Practitioners' Expectations on the Readability of Log Messages
Developers write logging statements to generate logs that provide run-ti...
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05/26/2023
Towards More Realistic Evaluation for Neural Test Oracle Generation
Effective unit tests can help guard and improve software quality but req...
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05/23/2023
Multi-Granularity Detector for Vulnerability Fixes
With the increasing reliance on Open Source Software, users are exposed ...
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05/23/2023
Control-A-Video: Controllable Text-to-Video Generation with Diffusion Models
This paper presents a controllable text-to-video (T2V) diffusion model, ...
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05/18/2023
CCT5: A Code-Change-Oriented Pre-Trained Model
Software is constantly changing, requiring developers to perform several...
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04/27/2023
SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics
Programming screencasts (e.g., video tutorials on Youtube or live coding...
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03/14/2023
V2V4Real: A Real-world Large-scale Dataset for Vehicle-to-Vehicle Cooperative Perception
Modern perception systems of autonomous vehicles are known to be sensiti...
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03/10/2023
A Systematic Survey of Control Techniques and Applications: From Autonomous Vehicles to Connected and Automated Vehicles
Vehicle control is one of the most critical challenges in autonomous veh...
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02/08/2023
CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back
Representing code changes as numeric feature vectors, i.e., code change ...
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01/30/2023
Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence
The usage of Python idioms is popular among Python developers in a forma...
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01/18/2023
The OpenCDA Open-source Ecosystem for Cooperative Driving Automation Research
Advances in Single-vehicle intelligence of automated driving have encoun...
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12/17/2022
Molecule optimization via multi-objective evolutionary in implicit chemical space
Machine learning methods have been used to accelerate the molecule optim...
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11/24/2022
Automated Driving Systems Data Acquisition and Processing Platform
This paper presents an automated driving system (ADS) data acquisition a...
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11/05/2022
Multi-Objective Evolutionary for Object Detection Mobile Architectures Search
Recently, Neural architecture search has achieved great success on class...
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10/31/2022
Poison Attack and Defense on Deep Source Code Processing Models
In the software engineering community, deep learning (DL) has recently b...
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10/28/2022
Technical Q A Site Answer Recommendation via Question Boosting
Software developers have heavily used online question and answer platfor...
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10/28/2022
I Know What You Are Searching For: Code Snippet Recommendation from Stack Overflow Posts
Stack Overflow has been heavily used by software developers to seek prog...
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09/27/2022
V2XP-ASG: Generating Adversarial Scenes for Vehicle-to-Everything Perception
Recent advancements in Vehicle-to-Everything communication technology ha...
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09/27/2022
Efficient On-Device Session-Based Recommendation
On-device session-based recommendation systems have been achieving incre...
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09/06/2022
XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation
Contrastive learning (CL) has recently been demonstrated critical in imp...
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08/08/2022
Is this Change the Answer to that Problem? Correlating Descriptions of Bug and Code Changes for Evaluating Patch Correctness
In this work, we propose a novel perspective to the problem of patch cor...
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08/03/2022
API Usage Recommendation via Multi-View Heterogeneous Graph Representation Learning
Developers often need to decide which APIs to use for the functions bein...
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07/12/2022
Making Python Code Idiomatic by Automatic Refactoring Non-Idiomatic Python Code with Pythonic Idioms
Compared to other programming languages (e.g., Java), Python has more id...
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07/12/2022
Are We Building on the Rock? On the Importance of Data Preprocessing for Code Summarization
Code summarization, the task of generating useful comments given the cod...
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06/26/2022
1+1>2: Programming Know-What and Know-How Knowledge Fusion, Semantic Enrichment and Coherent Application
Software programming requires both API reference (know-what) knowledge a...
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05/25/2022
MoCoViT: Mobile Convolutional Vision Transformer
Recently, Transformer networks have achieved impressive results on a var...
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04/23/2022
On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation
Modern recommender systems operate in a fully server-based fashion. To c...
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04/11/2022
Defect Identification, Categorization, and Repair: Better Together
Just-In-Time defect prediction (JIT-DP) models can identify defect-induc...
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03/29/2022
Self-Supervised Learning for Recommender Systems: A Survey
Neural architecture-based recommender systems have achieved tremendous s...
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03/29/2022
SepViT: Separable Vision Transformer
Vision Transformers have witnessed prevailing success in a series of vis...
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02/08/2022
Assessing the alignment between the information needs of developers and the documentation of programming languages: A case study on Rust
Programming language documentation refers to the set of technical docume...
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01/12/2022
Too Afraid to Drive: Systematic Discovery of Semantic DoS Vulnerability in Autonomous Driving Planning under Physical-World Attacks
In high-level Autonomous Driving (AD) systems, behavioral planning is in...
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12/16/2021
Graph Augmentation-Free Contrastive Learning for Recommendation
Contrastive learning (CL) recently has received considerable attention i...
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10/02/2021
How Secondary School Girls Perceive Computational Thinking Practices through Collaborative Programming with the Micro:bit
Computational Thinking (CT) has been investigated from different perspec...
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09/16/2021
OPV2V: An Open Benchmark Dataset and Fusion Pipeline for Perception with Vehicle-to-Vehicle Communication
Employing Vehicle-to-Vehicle communication to enhance perception perform...
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08/24/2021
Self-Supervised Graph Co-Training for Session-based Recommendation
Session-based recommendation targets next-item prediction by exploiting ...
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08/12/2021
Automating the Removal of Obsolete TODO Comments
TODO comments are very widely used by software developers to describe th...
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07/13/2021
OpenCDA:An Open Cooperative Driving Automation Framework Integrated with Co-Simulation
Although Cooperative Driving Automation (CDA) has attracted considerable...
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07/09/2021
GGT: Graph-Guided Testing for Adversarial Sample Detection of Deep Neural Network
Deep Neural Networks (DNN) are known to be vulnerable to adversarial sam...
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06/07/2021
Socially-Aware Self-Supervised Tri-Training for Recommendation
Self-supervised learning (SSL), which can automatically generate ground-...
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05/17/2021
Mining Architecture Tactics and Quality Attributes Knowledge in Stack Overflow
Context: Architecture Tactics (ATs) are architectural building blocks th...
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05/17/2021
Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report
Camera scene detection is among the most popular computer vision problem...
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04/19/2021
Code Structure Guided Transformer for Source Code Summarization
Source code summarization aims at generating concise descriptions of giv...
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04/08/2021
An Exploratory Study on the Repeatedly Shared External Links on Stack Overflow
On Stack Overflow, users reuse 11,926,354 external links to share the re...
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04/02/2021
Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network
Plot-based Graphic API recommendation (Plot2API) is an unstudied but mea...
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04/01/2021