Ervine Zheng

16 papers A* 10A 2Journal 2Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents.
EMNLP (Industry Track)
Ervine Zheng, Yikuan Li, Geoffrey J. Tso, Jilong Kuang
2025 — conf
Enhancing LLM-as-a-Judge through Active-Sampling-based Prompt Optimization.
ACL (6)
Cheng Zhen, Ervine Zheng, Jilong Kuang, Geoffrey J. Tso
2025 A* conf
Hierarchical Multi-Source Uncertainty Aggregation for Interactive Video Captioning.
AAAI
Ervine Zheng, Qi Yu
2025 A* conf
Looking into User's Long-term Interests through the Lens of Conservative Evidential Learning.
ICLR
Dingrong Wang, Krishna Prasad Neupane, Ervine Zheng, Qi Yu
2024 A* conf
Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation.
NeurIPS
Krishna Prasad Neupane, Ervine Zheng, Qi Yu
2023 A* conf
Deep Temporal Sets with Evidential Reinforced Attentions for Unique Behavioral Pattern Discovery.
ICML
Dingrong Wang, Deep Shankar Pandey, Krishna Prasad Neupane, Zhiwei Yu, Ervine Zheng, Zhi Zheng, Qi Yu
2023 A* conf
Evidential Interactive Learning for Medical Image Captioning.
ICML
Ervine Zheng, Qi Yu
2023 A conf
Knowledge Acquisition for Human-In-The-Loop Image Captioning.
AISTATS
Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake
2023 A* conf
Sparse Maximum Margin Learning from Multimodal Human Behavioral Patterns.
AAAI
Ervine Zheng, Qi Yu, Zhi Zheng
2022 A* conf
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations.
AAAI
Krishna Prasad Neupane, Ervine Zheng, Yu Kong, Qi Yu
2022 J jnl
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations.
CoRR
Krishna Prasad Neupane, Ervine Zheng, Yu Kong, Qi Yu
2022 A conf
Dual-Level Adaptive Information Filtering for Interactive Image Segmentation.
AISTATS
Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake
2021 A* conf
A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation.
AAAI
Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake
2021 A* conf
MetaEDL: Meta Evidential Learning For Uncertainty-Aware Cold-Start Recommendations.
ICDM
Krishna Prasad Neupane, Ervine Zheng, Qi Yu
2020 A* conf
Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains.
NeurIPS
Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake
2018 J jnl
Tag-aware dynamic music recommendation.
Expert Syst. Appl.
Ervine Zheng, Gustavo Yukio Kondo, Stephen J. Zilora, Qi Yu