Scholar
Fengyu Cai
Google Scholar ID: DMycNA4AAAAJ
TU Darmstadt
Natural Language Processing
Information Retrieval
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
312
H-index
6
i10-index
6
Publications
16
Co-authors
12
list available
Contact
CV
Open ↗
Twitter
Open ↗
GitHub
Open ↗
LinkedIn
Open ↗
Publications
5 items
Epistemic Gain, Aleatoric Cost: Uncertainty Decomposition in Multi-Agent Debate for Math Reasoning
2026
Cited
0
Revela: Dense Retriever Learning via Language Modeling
2025
Cited
0
MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers
2025
Cited
0
CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval
arXiv.org · 2025
Cited
0
SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders
2025
Cited
0
Resume (English only)
Academic Achievements
Published 'Knowledge Graph–Augmented DNA Representation Learning' at ICML 2025 Workshop
Published 'MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity' at EMNLP 2024 Main Conference
Published 'GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics' at ACL 2024 Findings
Co-authored survey 'A Survey of Confidence Estimation and Calibration in Large Language Models' at NAACL 2024 Main Conference
Published 'Finetuning Large Language Model for Personalized Ranking' at CIKM 2024
Published 'SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling' at ICASSP 2022
Multiple papers under submission on retrievers, LLM calibration, and IR benchmarks
Co-authors
12 total
Heinz Koeppl
Technische Universität Darmstadt, Dept. Electrical Engineering and Dept. Biology
Iryna Gurevych
Full Professor, TU Darmstadt; Adjunct Professor, MBZUAI, UAE; Affiliated Professor, INSAIT, Bulgaria
Jiahui Geng
Mohamed bin Zayed University of Artificial Intelligence
Yuxia Wang
MBZUAI
Preslav Nakov
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Co-author 6
Boi Faltings
EPFL
Fei Mi
Huawei Noah's Ark Lab
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up