Zhiyong Huang

34 papers A* 6B 2C 1Journal 17Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
ACE-Align: Attribute Causal Effect Alignment for Cultural Values under Varying Persona Granularities.
CoRR
Jiatang Luo, Bingbing Xu, Rongxin Chen, Xiaoyan Zhao, Yang Zhang, Liang Pang, Zhiyong Huang, Tat-Seng Chua, Huawei Shen
2026 J jnl
Addressing graph heterogeneity and heterophily from a spectral perspective.
Neurocomputing
Kangkang Lu, Yanhua Yu, Ruopei Guo, Nan Cheng, Zhiyong Huang, Yunshan Ma, MeiYu Liang, Yuling Wang, Xiting Qin, Yimeng Ren, Tat-Seng Chua
2026 J jnl
GIFT: Games as Informal Training for Generalizable LLMs.
CoRR
Nuoyan Lyu, Bingbing Xu, Weihao Meng, Yige Yuan, Yang Zhang, Zhiyong Huang, Tat-Seng Chua, Huawei Shen
2025 — conf
AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness.
ACL (1)
Zixin Chen, Hongzhan Lin, Kaixin Li, Ziyang Luo, Zhen Ye, Guang Chen, Zhiyong Huang, Jing Ma
2025 J jnl
AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness.
CoRR
Zixin Chen, Hongzhan Lin, Kaixin Li, Ziyang Luo, Zhen Ye, Guang Chen, Zhiyong Huang, Jing Ma
2025 — conf
CMS-VAE: A Strategy-aware Variational AutoEncoder for High-Fidelity Crypto Market Simulation.
ICAIF
Yihao Ang, Yifan Bao, Qiang Huang, Qiang Wang, Xinyu Xi, Shuyu Lu, Anthony K. H. Tung, Zhiyong Huang
2025 J jnl
Can Large Language Models Improve Spectral Graph Neural Networks?
CoRR
Kangkang Lu, Yanhua Yu, Zhiyong Huang, Tat-Seng Chua
2025 A* conf
DeepMolTex: Deep Alignment of Molecular Graphs with Large Language Models via Mixture of Modality Experts.
ACM Multimedia
Mingliang Yan, Yanhua Yu, Ruochi Zhang, Zhiyuan Liu, Ruicheng Zhang, Yimeng Ren, Kangkang Lu, Zhiyong Huang, Feng Luo, Zhen Cai
2025 J jnl
RFOD: Random Forest-based Outlier Detection for Tabular Data.
CoRR
Yihao Ang, Peicheng Yao, Yifan Bao, Yushuo Feng, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang
2025 A* conf
ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use.
ACM Multimedia
Kaixin Li, Ziyang Meng, Hongzhan Lin, Ziyang Luo, Yuchen Tian, Jing Ma, Zhiyong Huang, Tat-Seng Chua
2025 J jnl
ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use.
CoRR
Kaixin Li, Ziyang Meng, Hongzhan Lin, Ziyang Luo, Yuchen Tian, Jing Ma, Zhiyong Huang, Tat-Seng Chua
2024 J jnl
Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network.
CoRR
Kangkang Lu, Yanhua Yu, Zhiyong Huang, Jia Li, Yuling Wang, MeiYu Liang, Xiting Qin, Yimeng Ren, Tat-Seng Chua, Xidian Wang
2024 — conf
Adversary and Attention Guided Knowledge Graph Reasoning Based on Reinforcement Learning.
KSEM (5)
Yanhua Yu, Xiuxiu Cai, Ang Ma, Yimeng Ren, Shuai Zhen, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua
2024 J jnl
CtxPipe: Context-aware Data Preparation Pipeline Construction for Machine Learning.
Proc. ACM Manag. Data
Haotian Gao, Shaofeng Cai, Tien Tuan Anh Dinh, Zhiyong Huang, Beng Chin Ooi
2024 A* conf
EADS: An Early Anomaly Detection System for Sensor-Based Multivariate Time Series.
ICDE
Yihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang
2024 — conf
EE-LCE: An Event Extraction Framework Based on LLM-Generated CoT Explanation.
KSEM (1)
Yanhua Yu, Yuanlong Wang, Yunshan Ma, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua
2024 — conf
MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems.
EMNLP (Findings)
Kaixin Li, Yuchen Tian, Qisheng Hu, Ziyang Luo, Zhiyong Huang, Jing Ma
2024 J jnl
TSGAssist: An Interactive Assistant Harnessing LLMs and RAG for Time Series Generation Recommendations and Benchmarking.
Proc. VLDB Endow.
Yihao Ang, Yifan Bao, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang
2024 J jnl
Towards Controllable Time Series Generation.
CoRR
Yifan Bao, Yihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang
2023 — conf
A Computer Vision Based Colonoscopy Support System for Real-Time Monitoring of Bowel Preparation and Colonic Anatomical Localization.
ICBSP
Aakansha Narain, Zhiyong Huang, Jonathan Wei Jie Lee
2023 A* conf
A Stitch in Time Saves Nine: Enabling Early Anomaly Detection with Correlation Analysis.
ICDE
Yihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang
2023 J jnl
Enabling Secure and Efficient Data Analytics Pipeline Evolution with Trusted Execution Environment.
Proc. VLDB Endow.
Haotian Gao, Cong Yue, Tien Tuan Anh Dinh, Zhiyong Huang, Beng Chin Ooi
2023 J jnl
TSGBench: Time Series Generation Benchmark.
CoRR
Yihao Ang, Qiang Huang, Yifan Bao, Anthony K. H. Tung, Zhiyong Huang
2023 J jnl
TSGBench: Time Series Generation Benchmark.
Proc. VLDB Endow.
Yihao Ang, Qiang Huang, Yifan Bao, Anthony K. H. Tung, Zhiyong Huang
2007 A* conf
Adapting Relational Database Engine to Accommodate Moving Objects in SpADE.
ICDE
Beng Chin Ooi, Zhiyong Huang, Dan Lin, Hua Lu, Linhao Xu
2007 B conf
Collaborative Spatial Data Sharing Among Mobile Lightweight Devices.
SSTD
Zhiyong Huang, Christian S. Jensen, Hua Lu, Beng Chin Ooi
2007 B conf
Distributed, Concurrent Range Monitoring of Spatial-Network Constrained Mobile Objects.
SSTD
Hua Lu, Zhiyong Huang, Christian S. Jensen, Linhao Xu
2006 J jnl
Continuous Skyline Queries for Moving Objects.
IEEE Trans. Knowl. Data Eng.
Zhiyong Huang, Hua Lu, Beng Chin Ooi, Anthony K. H. Tung
2006 J jnl
Dynamic buffer management with extensible replacement policies.
VLDB J.
Chong Leng Goh, Yanfeng Shu, Zhiyong Huang, Beng Chin Ooi
2006 J jnl
Relaxed space bounding for moving objects: a case for the buddy tree.
SIGMOD Rec.
Shuqiao Guo, Zhiyong Huang, H. V. Jagadish, Beng Chin Ooi, Zhenjie Zhang
2006 A* conf
Skyline Queries Against Mobile Lightweight Devices in MANETs.
ICDE
Zhiyong Huang, Christian S. Jensen, Hua Lu, Beng Chin Ooi
2005 — conf
Two ellipse-based pruning methods for group nearest neighbor queries.
GIS
Hongga Li, Hua Lu, Bo Huang, Zhiyong Huang
2004 — conf
ITQS: An Integrated Transport Query System.
SIGMOD Conference
Bo Huang, Zhiyong Huang, Dan Lin, Hua Lu, Yaxiao Song, Hongga Li
2003 C conf
A Framework to Customize a Face Model for Reusing Animation.
Computer Graphics International
Kaicheng Zhang, Zhiyong Huang, Tat-Seng Chua