Chun-Mei Feng

MultiHaystack: Benchmarking Multimodal Reasoning over 40K Images, Videos, and Documents

Neural Catalog: Scaling Species Recognition with Catalog of Life–Augmented Generation

Scene-R1: Video-Grounded Large Language Models for 3D Scene Reasoning without 3D Annotations

$1+1<1$? Breaking the Standalone Barrier in Federated Fine-Tuning of Multimodal Large Language Models under Non-IID Data

LGR: Local Geometric Refinement in High-Fidelity Surgical Scene Reconstruction

Federated Residual Low-Rank Adaptation of Large Language Models

On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning

Boost Protein Language Model with Injected Structure Information through Parameter Efficient Fine-tuning

CPT: Consistent Proxy Tuning for Black-box Optimization