conftrace_

Raghav Singhal

6 papers · 2023–2026 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICML (3) ACL (2) ICLR (1)

Top co-authors

Rajesh Ranganath (4) Kaustubh Ponkshe (2) Mark Goldstein (2) Martin Rajman (1) Clément Charmillot (1) Jiaming Jiang (1) Lukas Drescher (1) Syrielle Montariol (1) Ido Hakimi (1) Yixuan Xu (1)

Keywords

large language model (2) low-rank adaptation (1) parameter efficient fine-tuning (1) multilingual language model (1) responsible artificial intelligence (1) exact aggregation (1) data compliance (1) federated learning (1) goldfish objective (1)

Papers

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments ACL 2026 FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Large Language Models ACL 2025 A General Framework for Inference-time Scaling and Steering of Diffusion Models ICML 2025 What’s the score? Automated Denoising Score Matching for Nonlinear Diffusions ICML 2024 Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction ICML 2024 Where to Diffuse, How to Diffuse, and How to Get Back: Automated Learning for Multivariate Diffusions ICLR 2023