影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
20.53/100
前 40.5%
全站排名 #26,054
发表论文4 篇
平均评分
年均产出2.0 篇/年
Nikhil Shivakumar Nayak
研究方向
large language models · model fine-tuning · instruction tuning · parameter-efficient learning · model reasoning · mathematical reasoning · theorem proving · search · graph neural networks · positional encoding · node classification · interpretability · explainability · faithfulness of large language models · reinforcement learning · biological motor control · actor-critic methods
32
Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning
ICLR 2026Poster
一作19
Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling
ICLR 2026Rejected
三作6
TaskMixPGM: Task Mixtures via Probabilistic Graphical Modelling for Language Model Finetuning
ICLR 2026Desk Rejected