Dawei Feng

Hunan University — China

Computer Science · Physical Sciences

14h-index1.8kcitations127works1.82yr avg
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Research Topics

Reinforcement Learning in Robotics(26), Music and Audio Processing(11), Topic Modeling(10), Speech Recognition and Synthesis(10), Speech and Audio Processing(9)

Publications127 total

Uncertainty-penalized reinforcement learning from human feedback with diversified reward LoRA ensembles
Information Processing & Management·2025
Pay more attention to the robustness of LLMs on adversarial prompt for instruction data mining
Neural Networks·2025
Extracting Reasoning Patterns from Knowledge Graph to Enhance LLMs' Reasoning Capability
2025
Max-Informative Unlabeled Sample Replay for Semi-Supervised Class-Incremental Learning in Audio Classification
2025
Preference-Strength-Aware Self-Improving Alignment with Generative Preference Models
2025
Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training
2025· 1 citedOpen Access
Thermal characteristics of natural ester transformers under extreme ambient temperatures
Thermal Science·2025Open Access
Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning
2025· 1 cited
Memory replay with unlabeled data for semi-supervised class-incremental learning via temporal consistency
Frontiers of Computer Science·2025
Co-design protein sequence and structure in discrete space via generative flow
Bioinformatics·2025· 6 citedOpen Access
Scaling Bioacoustic Signal Pre-training with Million Samples Via Mask-Modeling
2025· 1 cited
Complementary Learning System Theory-based Active Learning for Audio Classification
2025
Exploring Structure Diversity in Atomic Resolution Microscopy With Graph
Advanced Materials·2025· 6 citedOpen Access
A Hybrid Loss Framework for Decomposition-Based Time Series Forecasting Methods: Balancing Global and Component Errors
Lecture notes in computer science·2025
Dynamic Confidence Variance for Generalized Coreset in Active Learning
IEEE Transactions on Circuits and Systems for Video Technology·2025· 2 cited
ALMP: Automatic Layer-By-Layer Mixed-Precision Quantization for Large Language Models
Lecture notes in computer science·2025
Large Pretrained Foundation Model for Key Performance Indicator Multivariate Time Series Anomaly Detection
IEEE Open Journal of the Computer Society·2024· 1 citedOpen Access
A Hybrid Loss Framework for Decomposition-based Time Series Forecasting Methods: Balancing Global and Component Errors
arXiv (Cornell University)·2024Open Access
Think Before Acting: The Necessity of Endowing Robot Terminals With the Ability to Fine-Tune Reinforcement Learning Policies
2024
Tracing Training Progress: Dynamic Influence Based Selection for Active Learning
2024· 2 cited
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Frequent Co-authors

Kele Xu(21), Bo Ding(11), Huaimin Wang(10), Haibo Mi(9), Sen Yang(8), Boqing Zhu(8), Dongsheng Li(7), Zijian Gao(5), Kang Soo You(3), Yuxing Peng(3), Lan Xu(3), Yuanzhao Zhai(3), Xinjun Mao(3), Haonan Wang(2), Feng Huang(2), Dezhi Wang(2), Lilun Zhang(2), Hengxing Cai(2), Shuwen Liu(2), Liang Gao(2)