JH

Jia-Hong Huang

0000-0001-7943-2591

cs.CVcs.AIcs.CLcs.IRcs.LGcs.MMcs.SDeess.IVeess.ASquant-ph

On Valency

published · living versions

Can We Read the Mind of an Audio LLM? A Verbalizable, Multilingual Middle-Layer Workspace

with Jiajun Fan, Jingyuan Li, Prashanth Gurunath Shivakumar, Qi Luo +6

1 version

W_ffymxq8fv1 · current

Preprints & journals

43 papers in the corpus · 2017–2026

SpeechGym: An Audio-Native Gym for Training Voice Agents via Reinforcement Learning

Jiajun Fan, Jingyuan Li, Prashanth Gurunath Shivakumar et al.

0 citations

2608.26432v12026arXiv

Can We Read the Mind of an Audio LLM? A Verbalizable, Multilingual Middle-Layer Workspace

Jiajun Fan, Jingyuan Li, Prashanth Gurunath Shivakumar et al.

0 citations

2608.24958v12026arXiv

MMArt: A Multi-Perspective Multimodal Dataset for Visual Art Understanding

Shuai Wang, Wangyuan Ding, Yixian Shen et al.

0 citations

2608.10706v32026arXiv

Time Imprint: Learning Time-Aware Representations in Multi-Modal Knowledge Graphs

Pengyu Zhang, Klim Zaporojets, Congfeng Cao et al.

0 citations

2607.09777v12026arXiv

Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning

Yixian Shen, Zhiheng Yang, Qi Bi et al.

0 citations

2606.02842v12026arXiv

A-MAR: Agent-based Multimodal Art Retrieval for Fine-Grained Artwork Understanding

Shuai Wang, Hongyi Zhu, Jia-Hong Huang et al.

0 citations

2604.19689v12026ICMR 2026, ACM International Conference on Multimedia Retrieval

A Novel Automatic Framework for Speaker Drift Detection in Synthesized Speech

Jia-Hong Huang, Seulgi Kim, Yi Chieh Liu et al.

0 citations

2604.06327v12026arXiv

Are a Thousand Words Better Than a Single Picture? Beyond Images -- A Framework for Multi-Modal Knowledge Graph Dataset Enrichment

Pengyu Zhang, Klim Zaporojets, Jie Liu et al.

0 citations

2603.16974v12026arXiv

Keeping the Evidence Chain: Semantic Evidence Allocation for Training-Free Token Pruning in Video Temporal Grounding

Jiaqi Li, Shuntian Zheng, Yixian Shen et al.

0 citations

2603.05663v42026The 19th European Conference on Computer Vision (ECCV 2026)

Continuous-Token Diffusion for Speaker-Referenced TTS in Multimodal LLMs

Xinlu He, Swayambhu Nath Ray, Harish Mallidi et al.

0 citations

2510.12995v22025arXiv

DeepEyeNet: Generating Medical Report for Retinal Images

Jia-Hong Huang

0 citations

2509.12534v12025arXiv

SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation

Yixian Shen, Qi Bi, Jia-Hong Huang et al.

3 citations

2502.05539v12025arXiv

Gradient Weight-normalized Low-rank Projection for Efficient LLM Training

Jia-Hong Huang, Yixian Shen, Hongyi Zhu et al.

4 citations

2412.19616v22024arXiv

Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models

Jia-Hong Huang, Hongyi Zhu, Yixian Shen et al.

9 citations

2411.05706v12024arXiv

MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection

Yixian Shen, Qi Bi, Jia-Hong Huang et al.

2 citations

2410.09103v22024arXiv

Personalized Video Summarization using Text-Based Queries and Conditional Modeling

Jia-Hong Huang

1 citation

2408.14743v12024arXiv

A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation

Weijia Zhang, Mohammad Aliannejadi, Jiahuan Pei et al.

0 citations

2408.12398v12024arXiv

Beyond Relevant Documents: A Knowledge-Intensive Approach for Query-Focused Summarization using Large Language Models

Weijia Zhang, Jia-Hong Huang, Svitlana Vakulenko et al.

4 citations

2408.10357v12024arXiv

Automated Retinal Image Analysis and Medical Report Generation through Deep Learning

Jia-Hong Huang

0 citations

2408.07349v12024arXiv

A Novel Evaluation Framework for Image2Text Generation

Jia-Hong Huang, Hongyi Zhu, Yixian Shen et al.

2 citations

2408.01723v12024arXiv

Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models

Jia-Hong Huang, Chao-Chun Yang, Yixian Shen et al.

3 citations

2407.19041v12024arXiv

Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics

Weijia Zhang, Mohammad Aliannejadi, Yifei Yuan et al.

7 citations

2406.15264v22024arXiv

Ada-HGNN: Adaptive Sampling for Scalable Hypergraph Neural Networks

Shuai Wang, David W. Zhang, Jia-Hong Huang et al.

0 citations

2405.13372v32024arXiv

QFMTS: Generating Query-Focused Summaries over Multi-Table Inputs

Weijia Zhang, Vaishali Pal, Jia-Hong Huang et al.

1 citation

2405.05109v22024arXiv

Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models

Hongyi Zhu, Jia-Hong Huang, Stevan Rudinac et al.

25 citations

2404.18746v12024arXiv

Conditional Modeling Based Automatic Video Summarization

Jia-Hong Huang, Chao-Han Huck Yang, Pin-Yu Chen et al.

3 citations

2311.12159v12023arXiv

Query-based Video Summarization with Pseudo Label Supervision

Jia-Hong Huang, Luka Murn, Marta Mrak et al.

11 citations

2307.01945v12023arXiv

Causal Video Summarizer for Video Exploration

Jia-Hong Huang, Chao-Han Huck Yang, Pin-Yu Chen et al.

10 citations

2307.01947v12023arXiv

Causalainer: Causal Explainer for Automatic Video Summarization

Jia-Hong Huang, Chao-Han Huck Yang, Pin-Yu Chen et al.

16 citations

2305.00455v12023arXiv

Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions

Jia-Hong Huang, Modar Alfadly, Bernard Ghanem et al.

1 citation

2304.03147v12023arXiv

The Dawn of Quantum Natural Language Processing

Riccardo Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen et al.

116 citations

2110.06510v12021arXiv

Longer Version for "Deep Context-Encoding Network for Retinal Image Captioning"

Jia-Hong Huang, Ting-Wei Wu, Chao-Han Huck Yang et al.

1 citation

2105.14538v12021arXiv

GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization

Jia-Hong Huang, Luka Murn, Marta Mrak et al.

40 citations

2104.12465v12021arXiv

Contextualized Keyword Representations for Multi-modal Retinal Image Captioning

Jia-Hong Huang, Ting-Wei Wu, Marcel Worring

28 citations

2104.12471v12021arXiv

DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation

Jia-Hong Huang, Chao-Han Huck Yang, Fangyu Liu et al.

65 citations

2011.00569v12020arXiv

Query-controllable Video Summarization

Jia-Hong Huang, Marcel Worring

54 citations

2004.03661v12020arXiv

Assessing the Robustness of Visual Question Answering Models

Jia-Hong Huang, Modar Alfadly, Bernard Ghanem et al.

0 citations

1912.01452v22019arXiv

Synthesizing New Retinal Symptom Images by Multiple Generative Models

Yi-Chieh Liu, Hao-Hsiang Yang, Chao-Han Huck Yang et al.

17 citations

1902.04147v12019AI for Retinal Image Analysis Workshop ACCV 2018

Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model

C.-H. Huck Yang, Fangyu Liu, Jia-Hong Huang et al.

10 citations

1808.05754v42018Asian Conference on Computer Vision (ACCV), Artificial Intelligence for Retinal Image Analysis Workshop, December 2-6, 2018

A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases

C.-H. Huck Yang, Jia-Hong Huang, Fangyu Liu et al.

18 citations

1806.06423v12018ICML-IJCAI Workshop 2018

A Novel Framework for Robustness Analysis of Visual QA Models

Jia-Hong Huang, Cuong Duc Dao, Modar Alfadly et al.

28 citations

1711.06232v32017arXiv

Robustness Analysis of Visual QA Models by Basic Questions

Jia-Hong Huang, Cuong Duc Dao, Modar Alfadly et al.

11 citations

1709.04625v32017arXiv

VQABQ: Visual Question Answering by Basic Questions

Jia-Hong Huang, Modar Alfadly, Bernard Ghanem

12 citations

1703.06492v22017arXiv

Career total: 65 works. 43 are in this corpus.

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