Brian R. Bartoldson
8 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👑 Triple Crown
🏆
Grand Slam
Conferences
ICLR (2)
ICML (2)
AAAI (1)
JMLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
model compression
(1)
neural network training
(1)
neural network optimization
(1)
safety alignment
(1)
algorithmic efficiency
(1)
diffusion model
(1)
discrete diffusion
(1)
inference acceleration
(1)
language generation
(1)
speculative decoding
(1)
dataset curation
(1)
position embedding
(1)
numerical reasoning
(1)
large reasoning model
(1)
parallel generation
(1)
speedup technique
(1)
training cost
(1)
deliberative reasoning
(1)
logical extrapolation
(1)
policy grounding
(1)
Papers
STAR-1: Safer Alignment of Reasoning LLMs with 1K Data
AAAI 2026
ELFS: Label-Free Coreset Selection with Proxy Training Dynamics
ICLR 2025
Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion
NAACL 2025
Transformers Can Do Arithmetic with the Right Embeddings
NIPS 2024
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
ICML 2024
NEFTune: Noisy Embeddings Improve Instruction Finetuning
ICLR 2024
Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies
ICML 2024
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities
JMLR 2023