Jingtan Wang
6 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(12)
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The Questioner
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Research topics
Keywords
large language model
(3)
robustness
(1)
policy gradient
(1)
knowledge transfer
(1)
in-context learning
(1)
intellectual property
(1)
subpopulation shift
(1)
instruction tuning
(1)
inverse problem
(1)
reward model
(1)
data selection
(1)
scaling law
(1)
influence function
(1)
validation loss
(1)
training data
(1)
shapley value
(1)
sample reweighting
(1)
data curation
(1)
source attribution
(1)
group robustness
(1)
Papers
Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions
ICLR 2025
NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric
ICML 2025
Uncovering Scaling Laws for Large Language Models via Inverse Problems
EMNLP 2025
WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data
ACL 2025
Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions
ICML 2024
Position Paper: Data-Centric AI in the Age of Large Language Models
EMNLP 2024