Robert Sim
13 papers · 2020–2026 · 7 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
Jump to papers ↓+5 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (35)
🧬
Topic Evolution
🗃️
Keyword Collector
(69)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(9)
Application Areas
(9)
Natural Language Processing
(7)
Core AI
(7)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Applications
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Generation
(2)
Learning Paradigms · Machine Learning
(2)
Resources & Methods
(2)
Speech & Audio
(1)
Architectures
(1)
Keywords
differential privacy
(4)
large language model
(3)
few-shot learning
(2)
privacy leakage
(2)
text classification
(2)
federated learning
(2)
model compression
(2)
transfer learning
(1)
knowledge distillation
(1)
model selection
(1)
synthetic data generation
(1)
in-context learning
(1)
question answering
(1)
prompt engineering
(1)
natural language processing
(1)
speaker recognition
(1)
user verification
(1)
language model alignment
(1)
coreference resolution
(1)
sentiment analysis
(1)
Papers
CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents
ACL 2026
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
AAAI 2025
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
ICLR 2024
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
ICLR 2024
Privately Aligning Language Models with Reinforcement Learning
ICLR 2024
Federated Learning Toolkit with Voice-based User Verification Demo
Interspeech 2023
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe
ACL 2023
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning
IJCAI 2022
Privacy Leakage in Text Classification A Data Extraction Approach
NAACL 2022
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis
NAACL 2022
Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels
NAACL 2021
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets
ACL 2021
Leveraging Structured Metadata for Improving Question Answering on the Web
AACL 2020