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Ryan Rossi β most-cited papers & profile Β· AI Agents
β authors
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Ryan Rossi
15
papers Β·
95
citations Β·
0
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Most-cited papers
Learning Role-based Graph Embeddings
2018 Β· 70 citations
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback
2025 Β· 12 citations
Offline RL by Reward-Weighted Fine-Tuning for Conversation Optimization
2025 Β· 8 citations
Federated Large Language Models: Current Progress and Future Directions
2024 Β· 4 citations
mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation
2025 Β· 1 citations
Chart-to-experience: Benchmarking Multimodal Llms For Predicting Experiential Impact Of Charts
2025
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models
2025
CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing
2025
Active Learning for Direct Preference Optimization
2025
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement
2024
X-Reflect: Cross-Reflection Prompting for Multimodal Recommendation
2024
Forward Learning of Graph Neural Networks
2024
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models
2024
MMR: Evaluating Reading Ability of Large Multimodal Models
2024
Topics
Vision-Language Models
Code Generation
Code Models
Software Engineering
Offline RL
RLHF & Alignment
Visual QA & Reasoning
Benchmarks
Safety & Alignment
Training Techniques