Ru Peng
10 papers · 2022–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (34) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (61)
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Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(7)
Core AI · Artificial Intelligence
(7)
Natural Language Processing
(6)
Deep Learning
(5)
Learning Types · Machine Learning
(5)
Application Areas
(4)
Learning Types · Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Resources & Methods
(3)
Applications
(2)
Generation
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Core AI · Computer Vision
(1)
Keywords
large language model
(4)
automated model evaluation
(2)
model calibration
(2)
domain adaptation
(1)
knowledge distillation
(1)
in-context learning
(1)
image captioning
(1)
response generation
(1)
uncertainty estimation
(1)
task-oriented dialogue
(1)
efficient computing
(1)
distribution shift
(1)
reward prediction
(1)
autoregressive model
(1)
zero-shot image classification
(1)
language model
(1)
data selection
(1)
out-of-distribution detection
(1)
model evaluation
(1)
uncertainty quantification
(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
DORY: Deliberative Prompt Recovery for LLM
ACL 2024
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection
EMNLP 2024
Energy-based Automated Model Evaluation
ICLR 2024
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation
EMNLP 2024
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model
EMNLP 2024
CAME: Contrastive Automated Model Evaluation
ICCV 2023
Distill The Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation
EMNLP 2022
TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training
NeurIPS 2022