Ervine Zheng
13 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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(14)
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(7)
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(44)
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Dynamic Duo
(11)
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Century Club
(13)
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Keyword Collector
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Conferences
AAAI (4)
AISTATS (2)
ICML (2)
NIPS (2)
ACL (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
uncertainty quantification
(4)
active learning
(3)
uncertainty estimation
(3)
multimodal learning
(2)
behavioral pattern
(2)
evidential learning
(2)
interactive segmentation
(2)
prompt optimization
(2)
convex optimization
(2)
large language model
(2)
probabilistic modeling
(1)
decision making
(1)
sparse learning
(1)
video captioning
(1)
bayesian nonparametrics
(1)
continual learning
(1)
matrix factorization
(1)
medical image segmentation
(1)
bayesian inference
(1)
semi-supervised learning
(1)
Papers
Hierarchical Multi-Source Uncertainty Aggregation for Interactive Video Captioning
AAAI 2025
Enhancing LLM-as-a-Judge through Active-Sampling-based Prompt Optimization
ACL 2025
Looking into Userβs Long-term Interests through the Lens of Conservative Evidential Learning
ICLR 2025
Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents
EMNLP 2025
Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation
NIPS 2024
Evidential Interactive Learning for Medical Image Captioning
ICML 2023
Sparse Maximum Margin Learning from Multimodal Human Behavioral Patterns
AAAI 2023
Knowledge Acquisition for Human-In-The-Loop Image Captioning
AISTATS 2023
Deep Temporal Sets with Evidential Reinforced Attentions for Unique Behavioral Pattern Discovery
ICML 2023
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations
AAAI 2022
Dual-Level Adaptive Information Filtering for Interactive Image Segmentation
AISTATS 2022
A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation
AAAI 2021
Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains
NIPS 2020