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
54.89/100
前 6.5%
全站排名 #4,188
发表论文16 篇
平均评分
年均产出5.3 篇/年
Volker Tresp
研究方向
Agentic AI · Multimodal AI · Scene Graph Analysis · Computational Cognitive Neuroscience · Knowledge Graphs · Relational Learning · Machine Learning
12
WebArbiter: A Generative Reasoning Process Reward Model for Web Agents
ICLR 2026Poster
通讯24
Reasoning Self-Evaluation via Trajectory Dynamics Modeling
ICLR 2026Rejected
6
FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models
ICLR 2026Rejected
通讯16
Bag of Tricks for Subverting Reasoning-based Safety Guardrails
ICLR 2026Withdrawn
10
My Answer Is NOT 'Fair': Mitigating Gender and Race Bias in Vision-Language Models via Fair and Biased Residuals
ICLR 2026Rejected
16
Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration
NeurIPS 2025Spotlight
二作26
True Multimodal In-Context Learning Needs Attention to the Visual Context
COLM 2025Poster
29
Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
ICLR 2025Rejected
12
Supposedly Equivalent Facts That Aren’t? Entity Frequency in Pre-training Induces Asymmetry in LLMs
COLM 2025Poster
26
PERFT: Parameter-Efficient Routed Fine-Tuning for Mixture-of-Expert Model
ICLR 2025Rejected
通讯9
FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
ICLR 2025Withdrawn
通讯35
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models
ICLR 2025Rejected
5
Quantum Architecture Search With Unsupervised Representation Learning
ICLR 2025Withdrawn
通讯