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
9.46/100
超过 29.4%
全站排名 #45,419
发表论文8 篇
平均评分
年均产出2.7 篇/年
Serguei Barannikov
研究方向
Topological data analysis · Topology · Persistent homology · Generative Models · Generative Adversarial Models · Attention graphs · BERT · Representations learning · Representations · Disentanglement · Autoencoders · Variational Autoencoders · Loss landscape · Loss surfaces · Attention mechanism · Large language models · Mechanistic Interpretability · Travelling Salesman Problem (TSP) · Reasoning
17
Topology of Attention Detects Hallucinations in Code LLMs
ICLR 2026Withdrawn
通讯12
Edge-wise topological divergence gaps: guiding search in combinatorial optimization
ICLR 2026Rejected
通讯11
Listening to the Wise Few: Query–Key Alignment Unlocks Latent Correct Answers in Large Language Models
ICLR 2026Rejected
通讯17
Think First, Then Select and Verify with Query–Key Alignment
ICLR 2026Rejected
通讯