Ervine Zheng

According to our database, Ervine Zheng authored at least 15 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Looking into User's Long-term Interests through the Lens of Conservative Evidential Learning.

Dingrong Wang, Krishna Prasad Neupane, Ervine Zheng, Qi Yu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents.

Ervine Zheng, Yikuan Li, Geoffrey J. Tso, Jilong Kuang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Enhancing LLM-as-a-Judge through Active-Sampling-based Prompt Optimization.

Cheng Zhen, Ervine Zheng, Jilong Kuang, Geoffrey J. Tso

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), 2025

Hierarchical Multi-Source Uncertainty Aggregation for Interactive Video Captioning.

Ervine Zheng, Qi Yu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation.

Krishna Prasad Neupane, Ervine Zheng, Qi Yu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Evidential Interactive Learning for Medical Image Captioning.

Ervine Zheng, Qi Yu

Proceedings of the International Conference on Machine Learning, 2023

Deep Temporal Sets with Evidential Reinforced Attentions for Unique Behavioral Pattern Discovery.

Dingrong Wang, Deep Shankar Pandey, Krishna Prasad Neupane, Zhiwei Yu, Ervine Zheng, Zhi Zheng, Qi Yu

Proceedings of the International Conference on Machine Learning, 2023

Knowledge Acquisition for Human-In-The-Loop Image Captioning.

Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Sparse Maximum Margin Learning from Multimodal Human Behavioral Patterns.

Ervine Zheng, Qi Yu, Zhi Zheng

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Dual-Level Adaptive Information Filtering for Interactive Image Segmentation.

Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations.

Krishna Prasad Neupane, Ervine Zheng, Yu Kong, Qi Yu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

MetaEDL: Meta Evidential Learning For Uncertainty-Aware Cold-Start Recommendations.

Krishna Prasad Neupane, Ervine Zheng, Qi Yu

Proceedings of the IEEE International Conference on Data Mining, 2021

A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation.

Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains.

Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Tag-aware dynamic music recommendation.

Ervine Zheng, Gustavo Yukio Kondo, Stephen J. Zilora, Qi Yu

Expert Syst. Appl., 2018