MONAS: Multi-Objective Neural Architecture Search using Reinforcement Learning

Chi-Hung Hsu, Jhao-Hong Liang, Hsin-Ping Chou, +4

arXiv (Cornell University)

Artificial IntelligenceAi ArchitectureEvolving Neural NetworkEngineeringMachine Learning +11

Are the Code Snippets What We Are Searching for? A Benchmark and an Empirical Study on Code Search with Natural-Language Queries

Shuhan Yan, Hang Yu, Yuting Chen, +2

Software MaintenanceEngineeringSoftware EngineeringSource Code AnalysisSoftware Analysis +22

A Novel High-Throughput Acceleration Engine for Read Alignment

Yuting Chen, Jason Cong, Jie Lei, +1

EngineeringXeon ServerAdvanced ComputingHardware AlgorithmComputer Architecture +17

Improving Adversarial Robustness via Guided Complement Entropy

Haoyun Chen, Jhao-Hong Liang, Shih-Chieh Chang, +4

Artificial IntelligenceAdversarial RobustnessEngineeringMachine LearningData Science +9

JaConTeBe: A Benchmark Suite of Real-World Java Concurrency Bugs (T)

Ziyi Lin, Darko Marinov, Hao Zhong, +2

Software MaintenanceEngineeringSoftware EngineeringConcurrent SystemConcurrency Control +18

GRETA: Graph-Based Tag Assignment for GitHub Repositories

Xuyang Cai, Jiangang Zhu, Beijun Shen, +1

Software MaintenanceEngineeringKnowledge ExtractionSoftware EngineeringSemantic Web +17

Scenario-aware and Mutual-based approach for Multi-scenario Recommendation in E-Commerce

Yuting Chen, Yanshi Wang, Yabo Ni, +2

EngineeringMachine LearningText MiningNatural Language ProcessingInformation Retrieval +17

Generalized Automatic Modulation Classification for OFDM Systems Under Unseen Synthetic Channels

Sai Huang, Jiashuo He, Zheng Yang, +4

IEEE Transactions on Wireless Communications

Complement Objective Training

Haoyun Chen, Pei-Hsin Wang, Chun-Hao Liu, +5

arXiv (Cornell University)

Artificial IntelligenceStructured PredictionEngineeringMachine LearningNatural Language Processing +16

Efficient signal sequence of mRNA vaccines enhances the antigen expression to expand the immune protection against viral infection

Yupei Zhang, Songhui Zhai, Hai Huang, +14

Journal of Nanobiotechnology