Regularized Flexible Activation Function Combination for Deep Neural Networks. - Renlong Jie; Junbin Gao; Andrey Vasnev; Minh-Ngoc Tran (ICPR, 2020)

HyperTube: A Framework for Population-Based Online Hyperparameter Optimization with Resource Constraints. - Renlong Jie; Junbin Gao; Andrey Vasnev; Minh-Ngoc Tran (IEEE Access, 2020)

Regularized Flexible Activation Function Combinations for Deep Neural Networks. - Renlong Jie; Junbin Gao; Andrey Vasnev; Minh-Ngoc Tran (CoRR, 2020)

Adaptive Multi-level Hyper-gradient Descent. - Renlong Jie; Junbin Gao; Andrey Vasnev; Minh-Ngoc Tran (CoRR, 2020)

G20 Daily Indices 2010-2020. - Renlong Jie (IEEE DataPort, 2020)

Differentiable Neural Architecture Search for High-Dimensional Time Series Forecasting. - Renlong Jie; Junbin Gao (IEEE Access, 2021)

Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures. - Renlong Jie; Junbin Gao (CoRR, 2021)

Adaptive hierarchical hyper-gradient descent. - Renlong Jie; Junbin Gao; Andrey Vasnev; Minh-Ngoc Tran (Int. J. Mach. Learn. Cybern., 2022)

Enhancing Coherence of Extractive Summarization with Multitask Learning. - Renlong Jie; Xiaojun Meng; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (CoRR, 2023)

Prompt-Based Length Controlled Generation with Reinforcement Learning. - Renlong Jie; Xiaojun Meng; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (CoRR, 2023)

Unsupervised Extractive Summarization with Learnable Length Control Strategies. - Renlong Jie; Xiaojun Meng; Xin Jiang 002; Qun Liu 001 (AAAI, 2024)

Prompt-Based Length Controlled Generation with Multiple Control Types. - Renlong Jie; Xiaojun Meng; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (ACL (Findings), 2024)

Learning to Collaborate: A Capability Vectors-based Architecture for Adaptive Human-AI Decision Making. - Renlong Jie (CoRR, 2025)