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Soujanya Poria — most-cited papers & profile · Computer Vision
← authors
·
overview
Soujanya Poria
32
papers ·
107
citations ·
60
h-index
Nanyang Technological University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Language Models Are Homer Simpson! Safety Re-alignment Of Fine-tuned Language Models Through Task Arithmetic
2024 · 97 citations
OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always!
2025 · 3 citations
DialogXpert: Driving Intelligent and Emotion-Aware Conversations through Online Value-Based Reinforcement Learning with LLM Priors
2025 · 3 citations
PROEMO: Prompt-Driven Text-to-Speech Synthesis Based on Emotion and Intensity Control
2025 · 3 citations
10 Open Challenges Steering The Future Of Vision-language-action Models
2025 · 1 citations
Σ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems
2026
GRAIL: Gradient-Reweighted Advantages for Reinforcement Learning with Verifiable Rewards
2026
On the Limits of LLM-as-Judge for Scientific Novelty Assessment
2026
Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost
2026
$ẹlta$-mem: Efficient Online Memory for Large Language Models
2026
10 Open Challenges Steering the Future of Vision-Language-Action Models
2025
NORA-1.5: A Vision-Language-Action Model Trained using World Model- and Action-based Preference Rewards
2025
NORA-1.5: A Vision-Language-Action Model Trained using World Model- and Action-based Preference Rewards
2025
JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment
2025
Lessons from Training Grounded LLMs with Verifiable Rewards
2025
Topics
Evaluation
Safety & Alignment
Training Techniques
Fine-Tuning
Efficiency
Reinforcement Learning
cs.AI
Model Architecture
Prompting
Vision-Language