Yifei He
10 papers · 2021–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (14) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(29)
Conferences
ACL (2)
EMNLP (2)
JMLR (2)
AAAI (1)
ICML (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
shapley value
(2)
multilingual language model
(2)
modality selection
(2)
multimodal learning
(2)
submodular maximization
(2)
transfer learning
(1)
model security
(1)
semi-supervised learning
(1)
cross-lingual transfer
(1)
knowledge distillation
(1)
reward modeling
(1)
safety alignment
(1)
reinforcement learning from human feedback
(1)
time series
(1)
optimal transport
(1)
survival analysis
(1)
hierarchical model
(1)
preference modeling
(1)
alzheimer disease prediction
(1)
domain adaptation
(1)
Papers
WebSTAR: Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering
ACL 2026
Scaling Laws for Multilingual Language Models
ACL 2025
Efficiently Editing Mixture-of-Experts Models with Compressed Experts
EMNLP 2025
Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks
NAACL 2025
Efficient Modality Selection in Multimodal Learning
JMLR 2024
Semi-Supervised Reward Modeling via Iterative Self-Training
EMNLP 2024
Robust Multi-Task Learning with Excess Risks
ICML 2024
Gradual Domain Adaptation: Theory and Algorithms
JMLR 2024
Greedy modality selection via approximate submodular maximization
UAI 2022
A Hierarchical Approach to Multi-Event Survival Analysis
AAAI 2021