conftrace_
← Authors

Tyler Cody

4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer

Conferences

EMNLP (2) ICML (2)

Top co-authors

Dawei Zhou (3) Yujun Yan (2) Haohui Wang (2) Peter A. Beling (2) Alison Hu (1) Jianhui Sun (1) Adithya Kulkarni (1) Daksh Dave (1) Tuo Wang (1) Yaoqing Yang (1)

Keywords

graph neural network (2) dependency parsing (1) non-iid learning (1) autonomous agent (1) uncertainty estimation (1) modular architecture (1) semantic dependency (1) adaptive planning (1) large language model (1) multi-agent system (1) transfer learning (1) penetration testing (1)

Papers

From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing EMNLP 2025 GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models EMNLP 2025 LensLLM: Unveiling Fine-Tuning Dynamics for LLM Selection ICML 2025 EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs ICML 2024