papers

Publications (16)

cs.CV2026

GeoAnchor: Collaborative Reasoning via Latent Decomposition for 3D Spatial Understanding

Hao Li, Han Fang, Zixin Pan +8

GeoAnchor introduces a framework that breaks down 3D spatial information from 2D images into position, direction, and geometry latent components, enabling more accurate and interpr…

#3d spatial reasoning#multimodal language models#latent decomposition#geometric understanding
cs.CV2025

TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding

Canhui Tang, Zifan Han, Hongbo Sun +7

Multimodal Large Language Models (MLLMs) have demonstrated significant progress in vision-language tasks, yet they still face challenges when processing long-duration video inputs.…

math.OC2026

A path-following framework on fiber bundle for variational inequalities

Hongbo Sun

This paper proposes a path-following framework for finite-dimensional variational inequalities with arbitrary continuous functions and compact convex domains. The approach first ap…

cs.LG2018

Learning Dynamical Demand Response Model in Real-Time Pricing Program

Hanchen Xu, Hongbo Sun, Daniel Nikovski +2

Price responsiveness is a major feature of end use customers (EUCs) that participate in demand response (DR) programs, and has been conventionally modeled with static demand functi…

cs.CV2022

SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization

Hongbo Sun, Xiangteng He, Yuxin Peng

Fine-grained visual categorization (FGVC) aims at recognizing objects from similar subordinate categories, which is challenging and practical for human's accurate automatic recogni…

eess.SP2018

Fault Diagnosis and Bad Data Detection of Power Transmission Network - A Time Domain Approach

Zhenyu Tan, Yu Liu, Hongbo Sun +1

Fault analysis and bad data are often processed in separate manners. In this paper it is proved that fault as well as bad current measurement data can be modeled as control failure…