Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework. - Zhen Han 003; Gengyuan Zhang; Yunpu Ma; Volker Tresp (EMNLP (1), 2021)

CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering. - Yao Zhang; Haokun Chen; Ahmed Frikha 002; Yezi Yang; Denis Krompass; Gengyuan Zhang; Jindong Gu; Volker Tresp (CoRR, 2022)

Multi-event Video-Text Retrieval. - Gengyuan Zhang; Jisen Ren; Jindong Gu; Volker Tresp (ICCV, 2023)

A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models. - Jindong Gu; Zhen Han 003; Shuo Chen 014; Ahmad Beirami; Bailan He; Gengyuan Zhang; Ruotong Liao; Yao Qin 001; Volker Tresp; Philip H. S. Torr (CoRR, 2023)

SPOT! Revisiting Video-Language Models for Event Understanding. - Gengyuan Zhang; Jinhe Bi; Jindong Gu; Volker Tresp (CoRR, 2023)

RPF-ELD: Regional Prior Fusion using Early and Late Distillation for Breast Cancer Recognition in Ultrasound Images. - Haosen Wang; Gengyuan Zhang; Yingnan Zhao; Fang Lai; Wenwei Cui; Jiexiao Xue; Qihang Wang; Hao Zhang 128; Yi Lin (BIBM, 2024)

VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs. - Ruotong Liao; Max Erler; Huiyu Wang; Guangyao Zhai; Gengyuan Zhang; Yunpu Ma; Volker Tresp (EMNLP (Findings), 2024)

Can Vision-Language Models be a Good Guesser? Exploring VLMs for Times and Location Reasoning. - Gengyuan Zhang; Yurui Zhang; Kerui Zhang; Volker Tresp (WACV, 2024)

Localizing Events in Videos with Multimodal Queries. - Gengyuan Zhang; Mang Ling Ada Fok; Yan Xia 003; Yansong Tang; Daniel Cremers; Philip Torr 001; Volker Tresp; Jindong Gu (CoRR, 2024)

Multimodal Pragmatic Jailbreak on Text-to-image Models. - Tong Liu 019; Zhixin Lai; Gengyuan Zhang; Philip Torr 001; Vera Demberg; Volker Tresp; Jindong Gu (CoRR, 2024)

FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models. - Haokun Chen; Hang Li 010; Yao Zhang; Gengyuan Zhang; Jinhe Bi; Philip Torr 001; Jindong Gu; Denis Krompass; Volker Tresp (CoRR, 2024)

Perceive, Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries. - Roberto Amoroso; Gengyuan Zhang; Rajat Koner; Lorenzo Baraldi 001; Rita Cucchiara; Volker Tresp (CoRR, 2024)

Multimodal Pragmatic Jailbreak on Text-to-image Models. - Tong Liu 019; Zhixin Lai; Jiawen Wang; Gengyuan Zhang; Shuo Chen 014; Philip Torr 001; Vera Demberg; Volker Tresp; Jindong Gu (ACL (1), 2025)

FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models. - Haokun Chen; Hang Li 010; Yao Zhang; Jinhe Bi; Gengyuan Zhang; Yueqi Zhang; Philip Torr 001; Jindong Gu; Denis Krompass; Volker Tresp (CVPR, 2025)

Localizing Events in Videos with Multimodal Queries. - Gengyuan Zhang; Mang Ling Ada Fok; Jialu Ma; Yan Xia 003; Daniel Cremers; Philip Torr 001; Volker Tresp; Jindong Gu (CVPR, 2025)

Perceive. Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries. - Roberto Amoroso; Gengyuan Zhang; Rajat Koner; Lorenzo Baraldi 002; Rita Cucchiara; Volker Tresp (WACV, 2025)

CL-Cross VQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering. - Yao Zhang; Haokun Chen; Ahmed Frikha 002; Denis Krompass; Gengyuan Zhang; Jindong Gu; Volker Tresp (WACV, 2025)

Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs. - Gengyuan Zhang; Mingcong Ding; Tong Liu 019; Yao Zhang; Volker Tresp (CoRR, 2025)

My Answer Is NOT 'Fair': Mitigating Social Bias in Vision-Language Models via Fair and Biased Residuals. - Jian Lan; Yifei Fu; Udo Schlegel; Gengyuan Zhang; Tanveer Hannan; Haokun Chen; Thomas Seidl 001 (CoRR, 2025)

AViLA: Asynchronous Vision-Language Agent for Streaming Multimodal Data Interaction. - Gengyuan Zhang; Tanveer Hannan; Hermine Kleiner; Beste Aydemir; Xinyu Xie; Jian Lan; Thomas Seidl 001; Volker Tresp; Jindong Gu (CoRR, 2025)