Wenhui Liao

35 papers A* 6A 1B 2Journal 13Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Training-Free Acceleration for Document Parsing Vision-Language Model with Hierarchical Speculative Decoding.
CoRR
Wenhui Liao, Hongliang Li, Pengyu Xie, Xinyu Cai, Yufan Shen, Yi Xin, Qi Qin, Shenglong Ye, Tianbin Li, Ming Hu, Junjun He, Yihao Liu, Wenhai Wang, Min Dou, Bin Fu, Botian Shi, Yu Qiao, Lianwen Jin
2025 J jnl
Beyond Token Compression: A Training-Free Reduction Framework for Efficient Visual Processing in MLLMs.
CoRR
Hongliang Li, Jiaxin Zhang, Wenhui Liao, Dezhi Peng, Kai Ding, Lianwen Jin
2025 A* conf
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding.
CVPR
Wenhui Liao, Jiapeng Wang, Hongliang Li, Chengyu Wang, Jun Huang, Lianwen Jin
2025 — conf
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs.
ACL (Findings)
Hongliang Li, Jiaxin Zhang, Wenhui Liao, Dezhi Peng, Kai Ding, Lianwen Jin
2024 J jnl
DocLayLLM: An Efficient and Effective Multi-modal Extension of Large Language Models for Text-rich Document Understanding.
CoRR
Wenhui Liao, Jiapeng Wang, Hongliang Li, Chengyu Wang, Jun Huang, Lianwen Jin
2024 A* conf
PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction.
ACM Multimedia
Zening Lin, Jiapeng Wang, Teng Li, Wenhui Liao, Dayi Huang, Longfei Xiong, Lianwen Jin
2024 J jnl
PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction.
CoRR
Zening Lin, Jiapeng Wang, Teng Li, Wenhui Liao, Dayi Huang, Longfei Xiong, Lianwen Jin
2024 — conf
PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents.
ACL (Findings)
Wenhui Liao, Jiapeng Wang, Zening Lin, Longfei Xiong, Lianwen Jin
2024 — conf
ROISER: Towards Real World Semantic Entity Recognition from Visually-Rich Documents.
ICPR (31)
Zening Lin, Jiapeng Wang, Wenhui Liao, Weicong Dai, Longfei Xiong, Lianwen Jin
2023 J jnl
A Deep Dual Adversarial Network for Cross-Domain Recommendation.
IEEE Trans. Knowl. Data Eng.
Qian Zhang, Wenhui Liao, Guangquan Zhang, Bo Yuan, Jie Lu
2023 J jnl
Exploring OCR Capabilities of GPT-4V(ision) : A Quantitative and In-depth Evaluation.
CoRR
Yongxin Shi, Dezhi Peng, Wenhui Liao, Zening Lin, Xinhong Chen, Chongyu Liu, Yuyi Zhang, Lianwen Jin
2023 J jnl
Heterogeneous Multidomain Recommender System Through Adversarial Learning.
IEEE Trans. Neural Networks Learn. Syst.
Wenhui Liao, Qian Zhang, Bo Yuan, Guangquan Zhang, Jie Lu
2020 J jnl
Estimation of functional regression model via functional dimension reduction.
J. Comput. Appl. Math.
Guochang Wang, Baoxue Zhang, Wenhui Liao, Baojian Xie
2020 — conf
Quick Check: A Legal Research Recommendation System.
NLLP@KDD
Merine Thomas, Thomas Vacek, Xin Shuai, Wenhui Liao, George Sanchez, Paras Sethia, Don Teo, Kanika Madan, Tonya Custis
2014 — conf
Winning by Following the Winners: Mining the Behaviour of Stock Market Experts in Social Media.
SBP
Wenhui Liao, Sameena Shah, Masoud Makrehchi
2013 — conf
Stock Prediction Using Event-Based Sentiment Analysis.
Web Intelligence
Masoud Makrehchi, Sameena Shah, Wenhui Liao
2010 — conf
Unsupervised learning for reranking-based patent retrieval.
PaIR@CIKM
Wenhui Liao, Sriharsha Veeramachaneni
2009 J jnl
Approximate Nonmyopic Sensor Selection via Submodularity and Partitioning.
IEEE Trans. Syst. Man Cybern. Part A
Wenhui Liao, Qiang Ji, William A. Wallace
2009 — ch.
Automatic Facial Action Unit Recognition by Modeling Their Semantic And Dynamic Relationships.
Affective Information Processing
Yan Tong, Wenhui Liao, Qiang Ji
2009 A conf
Feature engineering on event-centric surrogate documents to improve search results.
CIKM
Wenhui Liao, Isabelle Moulinier
2009 J jnl
Learning Bayesian network parameters under incomplete data with domain knowledge.
Pattern Recognit.
Wenhui Liao, Qiang Ji
2008 J jnl
Efficient non-myopic value-of-information computation for influence diagrams.
Int. J. Approx. Reason.
Wenhui Liao, Qiang Ji
2008 B conf
Exploiting qualitative domain knowledge for learning Bayesian network parameters with incomplete data.
ICPR
Wenhui Liao, Qiang Ji
2007 A* conf
A Unified Probabilistic Framework for Facial Activity Modeling and Understanding.
CVPR
Yan Tong, Wenhui Liao, Zheng Xue, Qiang Ji
2007 J jnl
Facial Action Unit Recognition by Exploiting Their Dynamic and Semantic Relationships.
IEEE Trans. Pattern Anal. Mach. Intell.
Yan Tong, Wenhui Liao, Qiang Ji
2007 A* conf
Robust Object Tracking with a Case-Base Updating Strategy.
IJCAI
Wenhui Liao, Yan Tong, Zhiwei Zhu, Qiang Ji
2006 — —
Dynamic and active information fusion for decision making under uncertainty.
Wenhui Liao
2006 A* conf
Efficient Active Fusion for Decision-Making via VOI Approximation.
AAAI
Wenhui Liao, Qiang Ji
2006 — conf
Inferring Facial Action Units with Causal Relations.
CVPR (2)
Yan Tong, Wenhui Liao, Qiang Ji
2006 — conf
Robust Visual Tracking Using Case-Based Reasoning with Confidence.
CVPR (1)
Zhiwei Zhu, Wenhui Liao, Qiang Ji
2006 J jnl
Toward a decision-theoretic framework for affect recognition and user assistance.
Int. J. Hum. Comput. Stud.
Wenhui Liao, Weihong Zhang, Zhiwei Zhu, Qiang Ji, Wayne D. Gray
2005 A* conf
A Decision Theoretic Model for Stress Recognition and User Assistance.
AAAI
Wenhui Liao, Weihong Zhang, Zhiwei Zhu, Qiang Ji
2005 — conf
A Real-Time Human Stress Monitoring System Using Dynamic Bayesian Network.
CVPR Workshops
Wenhui Liao, Weihong Zhang, Zhiwei Zhu, Qiang Ji
2004 B conf
A Factor Tree Inference Algorithm for Bayesian Networks and Its Application.
ICTAI
Wenhui Liao, Weihong Zhang, Qiang Ji
2002 — conf
Scene change detection by audio and video clues.
ICME (2)
Shu-Ching Chen, Mei-Ling Shyu, Wenhui Liao, Chengcui Zhang