Han, Shi

17 publications

AISTATS 2025 Learning Identifiable Structures Helps Avoid Bias in DNN-Based Supervised Causal Learning Jiaru Zhang, Rui Ding, Qiang Fu, Huang Bojun, Zizhen Deng, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang

NeurIPS 2025 MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Lingjiao Chen, Dongmei Zhang, Surajit Chaudhuri, H. V. Jagadish

AAAI 2024 Text-to-Image Generation for Abstract Concepts Jiayi Liao, Xu Chen, Qiang Fu, Lun Du, Xiangnan He, Xiang Wang, Shi Han, Dongmei Zhang

AAAI 2024 Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang

ICLR 2023 CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang

IJCAI 2023 Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice Towards Powerful Attention Hongjun Wang, Jiyuan Chen, Lun Du, Qiang Fu, Shi Han, Xuan Song

ICLR 2023 Out-of-Distribution Detection Based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy Jinsong Zhang, Qiang Fu, Xu Chen, Lun Du, Zelin Li, Gang Wang, Xiaoguang Liu, Shi Han, Dongmei Zhang

AAAI 2023 SheetPT: Spreadsheet Pre-Training Based on Hierarchical Attention Network Ran Jia, Qiyu Li, Zihan Xu, Xiaoyuan Jin, Lun Du, Haoyu Dong, Xiao Lv, Shi Han, Dongmei Zhang

AAAI 2023 Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai

NeurIPS 2022 Neuron with Steady Response Leads to Better Generalization Qiang Fu, Lun Du, Haitao Mao, Xu Chen, Wei Fang, Shi Han, Dongmei Zhang

IJCAI 2022 Table Pre-Training: A Survey on Model Architectures, Pre-Training Objectives, and Downstream Tasks Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

AAAI 2020 Reliable and Efficient Anytime Skeleton Learning Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

NeurIPSW 2019 Semantic Structure Extraction for Spreadsheet Tables with a Multi-Task Learning Architecture Haoyu Dong, Shijie Liu, Zhouyu Fu, Shi Han, Dongmei Zhang

AAAI 2019 TableSense: Spreadsheet Table Detection with Convolutional Neural Networks Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang

ECCV 2006 Super-Resolution of 3D Face Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang

CVPR 2005 3D Face Recognition Using Mapped Depth Images Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang

CVPRW 2005 3D Face Recognition Using Mapped Depth Images Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang