Ru Peng
10 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (32)
π
Conference Polyglot
(5)
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Cross-Pollinator
(6)
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Century Club
(10)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(58)
Conferences
EMNLP (4)
ACL (2)
ICLR (2)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
large language model
(4)
uncertainty quantification
(1)
uncertainty estimation
(1)
knowledge distillation
(1)
model evaluation
(1)
response generation
(1)
image captioning
(1)
task-oriented dialogue
(1)
efficient computing
(1)
distribution shift
(1)
reward prediction
(1)
autoregressive model
(1)
language model
(1)
zero-shot image classification
(1)
model calibration
(1)
image-text retrieval
(1)
vision-language pre-training
(1)
inference optimization
(1)
retrieval-augmented generation
(1)
contrastive learning
(1)
Papers
DataMan: Data Manager for Pre-training Large Language Models
ICLR 2025
LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue
ACL 2025
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection
EMNLP 2024
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model
EMNLP 2024
DORY: Deliberative Prompt Recovery for LLM
ACL 2024
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation
EMNLP 2024
Energy-based Automated Model Evaluation
ICLR 2024
CAME: Contrastive Automated Model Evaluation
ICCV 2023
TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training
NIPS 2022
Distill The Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation
EMNLP 2022