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

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)

Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering. - Jinhe Bi; Yujun Wang; Haokun Chen; Xun Xiao; Artur Hecker; Volker Tresp; Yunpu Ma (CoRR, 2024)

LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering. - Jinhe Bi; Yujun Wang; Haokun Chen; Xun Xiao; Artur Hecker; Volker Tresp; Yunpu Ma (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)

PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection. - Jinhe Bi; Yifan Wang 021; Danqi Yan; Xun Xiao; Artur Hecker; Volker Tresp; Yunpu Ma (CoRR, 2025)

CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process. - Jinhe Bi; Danqi Yan; Yifan Wang 021; Wenke Huang; Haokun Chen; Guancheng Wan; Mang Ye; Xun Xiao; Hinrich Schütze; Volker Tresp; Yunpu Ma (CoRR, 2025)

Backdoor Cleaning without External Guidance in MLLM Fine-tuning. - Xuankun Rong; Wenke Huang; Jian Liang 001; Jinhe Bi; Xun Xiao; Yiming Li; Bo Du 001; Mang Ye (CoRR, 2025)

Does Machine Unlearning Truly Remove Model Knowledge? A Framework for Auditing Unlearning in LLMs. - Haokun Chen; Yueqi Zhang; Yuan Bi; Yao Zhang; Tong Liu 019; Jinhe Bi; Jian Lan; Jindong Gu; Claudia Grosser; Denis Krompass; Nassir Navab; Volker Tresp (CoRR, 2025)

ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM. - Yujun Wang; Jinhe Bi; Yunpu Ma; Sören Pirk (CoRR, 2025)

MV-Debate: Multi-view Agent Debate with Dynamic Reflection Gating for Multimodal Harmful Content Detection in Social Media. - Rui Lu; Jinhe Bi; Yunpu Ma; Feng Xiao; Yuntao Du; Yijun Tian (CoRR, 2025)