Proxy+: Simple Proxy Augmentation for Dynamic Content Processing. - Chun Yuan; Zhigang Hua; Zheng Zhang 001 (WCW, 2003)

Automatic Synchronized Browsing of Images Across Multiple Devices. - Zhigang Hua; Xing Xie 001; Hanqing Lu; Wei-Ying Ma (PCM (2), 2004)

Automatic Annotation of Location Information for WWW Images. - Zhigang Hua; Chuang Wang 001; Xing Xie 001; Hanqing Lu; Wei-Ying Ma (ICME, 2005)

A collaborative environment for enhanced information access on small-form-factor devices. - Zhigang Hua; Yutaka Kidawara; Hanqing Lu; Katsumi Tanaka (Mobile HCI, 2005)

AIRE: an ambient interactive and responsive environment for mobile image management. - Zhigang Hua; Xiang-Jun Wang; Xing Xie 001; Qingshan Liu 001; Hanqing Lu; Wei-Ying Ma (Mobile HCI, 2005)

Semantic knowledge extraction and annotation for web images. - Zhigang Hua; Xiang-Jun Wang; Qingshan Liu 001; Hanqing Lu (ACM Multimedia, 2005)

Providing on-demand sports video to mobile devices. - Qingshan Liu 001; Zhigang Hua; Cunxun Zang; Xiaofeng Tong; Hanqing Lu (ACM Multimedia, 2005)

ASAP: A Synchronous Approach for Photo Sharing across Multiple Devices. - Zhigang Hua; Xing Xie 001; Hanqing Lu; Wei-Ying Ma (MMM, 2005)

Representing personal web information using a topic-oriented interface. - Zhigang Hua; Hao Liu 007; Xing Xie 001; Hanqing Lu; Wei-Ying Ma (WWW (Special interest tracks and posters), 2005)

Web Browsing on Small-Screen Devices: A Multiclient Collaborative Approach. - Zhigang Hua; Hanqing Lu (IEEE Pervasive Comput., 2006)

Design and Performance Studies of an Adaptive Scheme for Serving Dynamic Web Content in a Mobile Computing Environment. - Zhigang Hua; Xing Xie 001; Hao Liu 007; Hanqing Lu; Wei-Ying Ma (IEEE Trans. Mob. Comput., 2006)

Research and application of a new predictive control based on state feedback theory in power plant control system. - Zhigang Hua; Hua Hua; Jianhong Lu; Tiejun Zhang (IEEE Congress on Evolutionary Computation, 2007)

Highlight: a system for creating and deploying mobile web applications. - Jeffrey Nichols 001; Zhigang Hua; John Barton (UIST, 2008)

Learning Document Labels from Enriched Click Graphs. - Lan Nie; Zhigang Hua; Xiaofeng He; Scott Gaffney (ICDM Workshops, 2010)

ZCURVE 3.0: identify prokaryotic genes with higher accuracy as well as automatically and accurately select essential genes. - Zhigang Hua; Yan Lin; Yazhou Yuan; Dechang Yang; Wen Wei; Feng-Biao Guo (Nucleic Acids Res., 2015)

Solving Billion-Scale Knapsack Problems. - Xingwen Zhang; Feng Qi 005; Zhigang Hua; Shuang Yang (WWW, 2020)

Variational Optimization for the Submodular Maximum Coverage Problem. - Jian Du; Zhigang Hua; Shuang Yang (CoRR, 2020)

AntOpt: A Multi-functional Large-scale Decision Optimization Platform. - Jun Zhou 011; Yang Bao 008; Hua Wu; Zhigang Hua (CIKM, 2021)

A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs. - Runzhong Wang; Zhigang Hua; Gan Liu; Jiayi Zhang 003; Junchi Yan; Feng Qi 005; Shuang Yang; Jun Zhou 011; Xiaokang Yang 001 (NeurIPS, 2021)

Learning to Schedule DAG Tasks. - Zhigang Hua; Feng Qi 005; Gan Liu; Shuang Yang (CoRR, 2021)

A Practical Distributed ADMM Solver for Billion-Scale Generalized Assignment Problems. - Jun Zhou 011; Feng Qi 005; Zhigang Hua; Daohong Jian; Ziqi Liu; Hua Wu (CIKM, 2022)

Heuristic strategies for solving the combinatorial optimization problem in real-world credit risk assessment. - Yongfeng Gu; Hao Ding; Kecai Gu; Runsheng Gan; Xiaoguang Huang; Yanming Fang; Zhigang Hua; Hua Wu; Jifeng Xuan; Jun Zhou 011 (GECCO Companion, 2022)

A Practical Distributed ADMM Solver for Billion-Scale Generalized Assignment Problems. - Jun Zhou 011; Feng Qi 005; Zhigang Hua; Daohong Jian; Ziqi Liu; Hua Wu; Xingwen Zhang; Shuang Yang (CoRR, 2022)

Ads Supply Personalization via Doubly Robust Learning. - Wei Shi 011; Chen Fu; Qi Xu; Sanjian Chen; Jizhe Zhang; Qinqin Zhu; Zhigang Hua; Shuang Yang (CIKM, 2024)

VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections. - Dongqi Fu; Zhigang Hua; Yan Xie; Jin Fang; Si Zhang; Kaan Sancak; Hao Wu; Andrey Malevich; Jingrui He; Bo Long (ICLR, 2024)

Ads Supply Personalization via Doubly Robust Learning. - Wei Shi; Chen Fu; Qi Xu; Sanjian Chen; Jizhe Zhang; Qinqin Zhu; Zhigang Hua; Shuang Yang (CoRR, 2024)

Learning Graph Quantized Tokenizers for Transformers. - Limei Wang; Kaveh Hassani; Si Zhang; Dongqi Fu; Baichuan Yuan; Weilin Cong; Zhigang Hua; Hao Wu; Ning Yao; Bo Long (CoRR, 2024)

A Scalable and Effective Alternative to Graph Transformers. - Kaan Sancak; Zhigang Hua; Jin Fang; Yan Xie; Andrey Malevich; Bo Long; Muhammed Fatih Balin; Ümit V. Çatalyürek (AAAI, 2025)

Learning Graph Quantized Tokenizers. - Limei Wang; Kaveh Hassani; Si Zhang; Dongqi Fu; Baichuan Yuan; Weilin Cong; Zhigang Hua; Hao Wu; Ning Yao; Bo Long (ICLR, 2025)

Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning. - Tao Liu 035; Qi Xu; Wei Shi 011; Zhigang Hua; Shuang Yang (KDD (1), 2025)

Retrieval-Augmented Generation with Graphs (GraphRAG). - Haoyu Han 001; Yu Wang 160; Harry Shomer; Kai Guo 003; Jiayuan Ding; Yongjia Lei; Mahantesh Halappanavar; Ryan A. Rossi; Subhabrata Mukherjee; Xianfeng Tang; Qi He 002; Zhigang Hua; et al. (CoRR, 2025)

Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning. - Tao Liu; Qi Xu; Wei Shi; Zhigang Hua; Shuang Yang (CoRR, 2025)

RAG vs. GraphRAG: A Systematic Evaluation and Key Insights. - Haoyu Han 001; Harry Shomer; Yu Wang 160; Yongjia Lei; Kai Guo 003; Zhigang Hua; Bo Long; Hui Liu 031; Jiliang Tang (CoRR, 2025)

Unified Semantic and ID Representation Learning for Deep Recommenders. - Guanyu Lin; Zhigang Hua; Tao Feng; Shuang Yang; Bo Long; Jiaxuan You (CoRR, 2025)

Higher-order Structure Boosts Link Prediction on Temporal Graphs. - Jingzhe Liu; Zhigang Hua; Yan Xie; Bingheng Li; Harry Shomer; Yu Song; Kaveh Hassani; Jiliang Tang (CoRR, 2025)

IRanker: Towards Ranking Foundation Model. - Tao Feng; Zhigang Hua; Zijie Lei; Yan Xie; Shuang Yang; Bo Long; Jiaxuan You (CoRR, 2025)

A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation. - Yu Song; Zhigang Hua; Harry Shomer; Yan Xie; Jingzhe Liu; Bo Long; Hui Liu 031 (CoRR, 2025)