Shi Han

181 papers A* 42A 22B 2Misc 3Journal 88Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
CAST: Achieving Stable LLM-based Text Analysis for Data Analytics.
CoRR
Jinxiang Xie, Zihao Li, Wei He, Rui Ding, Shi Han, Dongmei Zhang
2026 A* conf
Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search.
AAAI
Shuocheng Li, Yihao Liu, Silin Du, Wenxuan Zeng, Zhe Xu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang
2026 A* conf
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets.
AAAI
Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 J jnl
Bingo: Boosting Efficient Reasoning of LLMs via Dynamic and Significance-based Reinforcement Learning.
CoRR
Hanbing Liu, Lang Cao, Yuanyi Ren, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 J jnl
Context-aware code summarization with multi-relational graph neural network.
Autom. Softw. Eng.
Yanlin Wang, Ensheng Shi, Lun Du, Xiaodi Yang, Yuxuan Hu, Yan Wang, Daya Guo, Shi Han, Hongyu Zhang, Dongmei Zhang
2025 Misc conf
Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset.
ICASSP
Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du, Zhiming Ding, Shi Han, Dongmei Zhang, Qi Zhang
2025 J jnl
Fortune: Formula-Driven Reinforcement Learning for Symbolic Table Reasoning in Language Models.
CoRR
Lang Cao, Jingxian Xu, Hanbing Liu, Jinyu Wang, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang
2025 J jnl
Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search.
CoRR
Shuocheng Li, Yihao Liu, Silin Du, Wenxuan Zeng, Zhe Xu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang
2025 A conf
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning.
AISTATS
Jiaru Zhang, Rui Ding, Qiang Fu, Bojun Huang, Zizhen Deng, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang
2025 J jnl
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning.
CoRR
Jiaru Zhang, Rui Ding, Qiang Fu, Bojun Huang, Zizhen Deng, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang
2025 J jnl
MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark.
CoRR
Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Lingjiao Chen, Dongmei Zhang, Surajit Chaudhuri, H. V. Jagadish
2025 J jnl
No More Manual Guides: Automatic and Scalable Generation of High-Quality Excel Tutorials.
CoRR
Yuhang Xie, Jian Mu, Xiaojun Ma, Chaoyun Zhang, Lu Wang, Mengyu Zhou, Mugeng Liu, Si Qin, Qingwei Lin, Saravan Rajmohan, Shi Han, Dongmei Zhang
2025 J jnl
Out-of-distribution detection under the paradigm of pre-training and fine-tuning: A regularization-based approach.
Expert Syst. Appl.
Jinsong Zhang, Qiang Fu, Xu Chen, Shi Han
2025 A* conf
SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing.
ICSE
Wenchao Gu, Ensheng Shi, Yanlin Wang, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Michael R. Lyu
2025 J jnl
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets.
CoRR
Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 A* conf
SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection.
EMNLP
Qin Chen, Yuanyi Ren, Xiaojun Ma, Mugeng Liu, Shi Han, Dongmei Zhang
2025 — conf
SoTaNa: An Open-Source Software Engineering Instruction-Tuned Model.
Forge@ICSE
Ensheng Shi, Yanlin Wang, Fengji Zhang, Bei Chen, Hongyu Zhang, Yanli Wang, Daya Guo, Lun Du, Shi Han, Dongmei Zhang, Hongbin Sun
2025 J jnl
SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning.
CoRR
Yihao Liu, Shuocheng Li, Lang Cao, Yuhang Xie, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 A* conf
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning.
EMNLP
Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri
2025 — conf
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models.
ACL (1)
Xinyi He, Yihao Liu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Zejian Yuan, Dongmei Zhang
2025 J jnl
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models.
CoRR
Xinyi He, Yihao Liu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Zejian Yuan, Dongmei Zhang
2025 — conf
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models.
ACL (6)
Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang
2025 J jnl
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models.
CoRR
Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang
2025 — conf
TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance.
EMNLP (Findings)
Jingxian Xu, Mengyu Zhou, Weichang Liu, Hanbing Liu, Shi Han, Dongmei Zhang
2025 J jnl
TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance.
CoRR
Jingxian Xu, Mengyu Zhou, Weichang Liu, Hanbing Liu, Shi Han, Dongmei Zhang
2024 J jnl
CONLINE: Complex Code Generation and Refinement with Online Searching and Correctness Testing.
CoRR
Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang
2024 A* conf
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing.
EMNLP
Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang
2024 A* conf
Encoding Spreadsheets for Large Language Models.
EMNLP
Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Junyu Xiong, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang
2024 J jnl
Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset.
CoRR
Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du, Zhiming Ding, Shi Han, Dongmei Zhang, Qi Zhang
2024 J jnl
FXAM: A unified and fast interpretable model for predictive analytics.
Expert Syst. Appl.
Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang
2024 J jnl
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models.
CoRR
Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao
2024 — conf
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering.
LREC/COLING
Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang
2024 J jnl
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering.
CoRR
Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang
2024 J jnl
Make Heterophilic Graphs Better Fit GNN: A Graph Rewiring Approach.
IEEE Trans. Knowl. Data Eng.
Wendong Bi, Lun Du, Qiang Fu, Yanlin Wang, Shi Han, Dongmei Zhang
2024 A conf
Professional Network Matters: Connections Empower Person-Job Fit.
WSDM
Hao Chen, Lun Du, Yuxuan Lu, Qiang Fu, Xu Chen, Shi Han, Yanbin Kang, Guangming Lu, Zi Li
2024 J jnl
Professional Network Matters: Connections Empower Person-Job Fit.
CoRR
Hao Chen, Lun Du, Yuxuan Lu, Qiang Fu, Xu Chen, Shi Han, Yanbin Kang, Guangming Lu, Zi Li
2024 — conf
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning.
EMNLP (Findings)
Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang
2024 J jnl
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning.
CoRR
Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang
2024 J jnl
SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing.
CoRR
Wenchao Gu, Ensheng Shi, Yanlin Wang, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Michael R. Lyu
2024 J jnl
Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior (Extended Version).
CoRR
Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang
2024 A* conf
Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior.
KDD
Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang
2024 A conf
Source Free Graph Unsupervised Domain Adaptation.
WSDM
Haitao Mao, Lun Du, Yujia Zheng, Qiang Fu, Zelin Li, Xu Chen, Shi Han, Dongmei Zhang
2024 J jnl
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models.
CoRR
Yuzhang Tian, Jianbo Zhao, Haoyu Dong, Junyu Xiong, Shiyu Xia, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang
2024 — conf
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning.
EMNLP (Findings)
Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang
2024 J jnl
TAROT: A Hierarchical Framework with Multitask Co-Pretraining on Semi-Structured Data towards Effective Person-Job Fit.
CoRR
Yihan Cao, Xu Chen, Lun Du, Hao Chen, Qiang Fu, Shi Han, Yushu Du, Yanbin Kang, Guangming Lu, Zi Li
2024 Misc conf
TAROT: A Hierarchical Framework with Multitask co-pretraining on Semi-Structured Data Towards Effective Person-Job fit.
ICASSP
Yihan Cao, Xu Chen, Lun Du, Hao Chen, Qiang Fu, Shi Han, Yushu Du, Yanbin Kang, Guangming Lu, Zi Li
2024 A conf
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study.
WSDM
Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang
2024 J jnl
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning.
CoRR
Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri
2024 A* conf
Text-to-Image Generation for Abstract Concepts.
AAAI
Jiayi Liao, Xu Chen, Qiang Fu, Lun Du, Xiangnan He, Xiang Wang, Shi Han, Dongmei Zhang
2024 A* conf
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries.
AAAI
Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
2024 J jnl
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities.
CoRR
Shiyu Xia, Junyu Xiong, Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Mengyu Zhou, Yeye He, Shi Han, Dongmei Zhang
2023 — conf
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks.
ACL (Findings)
Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang
2023 A* conf
Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines.
KDD
Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri
2023 J jnl
Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines.
CoRR
Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri
2023 A* conf
CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement.
ICLR
Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang
2023 A* conf
Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention.
IJCAI
Hongjun Wang, Jiyuan Chen, Lun Du, Qiang Fu, Shi Han, Xuan Song
2023 J jnl
Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention.
CoRR
Hongjun Wang, Jiyuan Chen, Lun Du, Qiang Fu, Shi Han, Xuan Song
2023 J jnl
CoCoAST: Representing Source Code via Hierarchical Splitting and Reconstruction of Abstract Syntax Trees.
Empir. Softw. Eng.
Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2023 A* conf
CoCoSoDa: Effective Contrastive Learning for Code Search.
ICSE
Ensheng Shi, Yanlin Wang, Wenchao Gu, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2023 A conf
DIGMN: Dynamic Intent Guided Meta Network for Differentiated User Engagement Forecasting in Online Professional Social Platforms.
WSDM
Feifan Li, Lun Du, Qiang Fu, Shi Han, Yushu Du, Guangming Lu, Zi Li
2023 J jnl
Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration System.
CoRR
Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
2023 J jnl
Evaluating and Enhancing Structural Understanding Capabilities of Large Language Models on Tables via Input Designs.
CoRR
Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang
2023 A* conf
GetPt: Graph-enhanced General Table Pre-training with Alternate Attention Network.
KDD
Ran Jia, Haoming Guo, Xiaoyuan Jin, Chao Yan, Lun Du, Xiaojun Ma, Tamara Stankovic, Marko Lozajic, Goran Zoranovic, Igor Ilic, Shi Han, Dongmei Zhang
2023 A conf
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models.
CIKM
Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao
2023 — conf
HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion.
ACL (1)
Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang
2023 A* conf
Homophily-oriented Heterogeneous Graph Rewiring.
WWW
Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang
2023 J jnl
Homophily-oriented Heterogeneous Graph Rewiring.
CoRR
Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang
2023 — conf
InsightPilot: An LLM-Empowered Automated Data Exploration System.
EMNLP (Demos)
Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
2023 J jnl
Leveraging LLMs for KPIs Retrieval from Hybrid Long-Document: A Comprehensive Framework and Dataset.
CoRR
Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du, Hengyu Liu, Zhiming Ding, Yanbing Jiang, Shi Han, Dongmei Zhang
2023 A conf
ML4C: Seeing Causality Through Latent Vicinity.
SDM
Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang
2023 A conf
MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution.
WSDM
Wendong Bi, Lun Du, Qiang Fu, Yanlin Wang, Shi Han, Dongmei Zhang
2023 A* conf
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering.
KDD
Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang
2023 J jnl
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering.
CoRR
Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang
2023 A* conf
Out-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy.
ICLR
Jinsong Zhang, Qiang Fu, Xu Chen, Lun Du, Zelin Li, Gang Wang, Xiaoguang Liu, Shi Han, Dongmei Zhang
2023 A conf
Revisiting Code Search in a Two-Stage Paradigm.
WSDM
Fan Hu, Yanlin Wang, Lun Du, Xirong Li, Hongyu Zhang, Shi Han, Dongmei Zhang
2023 A* conf
Robust Mid-Pass Filtering Graph Convolutional Networks.
WWW
Jincheng Huang, Lun Du, Xu Chen, Qiang Fu, Shi Han, Dongmei Zhang
2023 J jnl
Robust Mid-Pass Filtering Graph Convolutional Networks.
CoRR
Jincheng Huang, Lun Du, Xu Chen, Qiang Fu, Shi Han, Dongmei Zhang
2023 A* conf
SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network.
AAAI
Ran Jia, Qiyu Li, Zihan Xu, Xiaoyuan Jin, Lun Du, Haoyu Dong, Xiao Lv, Shi Han, Dongmei Zhang
2023 J jnl
SoTaNa: The Open-Source Software Development Assistant.
CoRR
Ensheng Shi, Fengji Zhang, Yanlin Wang, Bei Chen, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2023 J jnl
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning.
CoRR
Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang
2023 J jnl
Text-to-Image Generation for Abstract Concepts.
CoRR
Jiayi Liao, Xu Chen, Qiang Fu, Lun Du, Xiangnan He, Xiang Wang, Shi Han, Dongmei Zhang
2023 J jnl
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries.
CoRR
Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
2023 A conf
Towards Efficient Fine-Tuning of Pre-trained Code Models: An Experimental Study and Beyond.
ISSTA
Ensheng Shi, Yanlin Wang, Hongyu Zhang, Lun Du, Shi Han, Dongmei Zhang, Hongbin Sun
2023 J jnl
Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond.
CoRR
Ensheng Shi, Yanlin Wang, Hongyu Zhang, Lun Du, Shi Han, Dongmei Zhang, Hongbin Sun
2023 A* conf
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing.
AAAI
Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai
2023 J jnl
XInsight: eXplainable Data Analysis Through The Lens of Causality.
Proc. ACM Manag. Data
Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
2022 J jnl
A large-scale empirical study of commit message generation: models, datasets and evaluation.
Empir. Softw. Eng.
Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
2022 J jnl
ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization.
CoRR
Lingbo Li, Tianle Li, Xinyi He, Mengyu Zhou, Shi Han, Dongmei Zhang
2022 — conf
Accelerating Code Search with Deep Hashing and Code Classification.
ACL (1)
Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu
2022 J jnl
Accelerating Code Search with Deep Hashing and Code Classification.
CoRR
Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu
2022 J jnl
DIGMN: Dynamic Intent Guided Meta Network for Differentiated User Engagement Forecasting in Online Professional Social Platforms.
CoRR
Feifan Li, Lun Du, Qiang Fu, Shi Han, Yushu Du, Guangming Lu, Zi Li
2022 J jnl
ECMG: Exemplar-based Commit Message Generation.
CoRR
Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2022 J jnl
Enhancing Semantic Code Search with Multimodal Contrastive Learning and Soft Data Augmentation.
CoRR
Ensheng Shi, Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2022 — conf
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining.
ACL (1)
Zhoujun Cheng, Haoyu Dong, Ran Jia, Pengfei Wu, Shi Han, Fan Cheng, Dongmei Zhang
2022 A* conf
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information.
EMNLP
Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang
2022 J jnl
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information.
CoRR
Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang
2022 A* conf
GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily.
WWW
Lun Du, Xiaozhou Shi, Qiang Fu, Xiaojun Ma, Hengyu Liu, Shi Han, Dongmei Zhang
2022 J jnl
Guiding the PLMs with Semantic Anchors as Intermediate Supervision: Towards Interpretable Semantic Parsing.
CoRR
Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai
2022 — conf
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.
ACL (1)
Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
2022 J jnl
Inferring Tabular Analysis Metadata by Infusing Distribution and Knowledge Information.
CoRR
Xinyi He, Mengyu Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang
2022 J jnl
LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training.
CoRR
Hongwei Han, Jialiang Xu, Mengyu Zhou, Yijia Shao, Shi Han, Dongmei Zhang
2022 A conf
Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima.
CIKM
Hengyu Liu, Qiang Fu, Lun Du, Tiancheng Zhang, Ge Yu, Shi Han, Dongmei Zhang
2022 J jnl
Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima.
CoRR
Hengyu Liu, Qiang Fu, Lun Du, Tiancheng Zhang, Ge Yu, Shi Han, Dongmei Zhang
2022 A conf
LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries.
MSR
Wei Tang, Yanlin Wang, Hongyu Zhang, Shi Han, Ping Luo, Dongmei Zhang
2022 J jnl
LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries.
CoRR
Wei Tang, Yanlin Wang, Hongyu Zhang, Shi Han, Ping Luo, Dongmei Zhang
2022 J jnl
Long Code for Code Search.
CoRR
Fan Hu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Xirong Li
2022 A* conf
ML4S: Learning Causal Skeleton from Vicinal Graphs.
KDD
Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang
2022 J jnl
MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution.
CoRR
Wendong Bi, Lun Du, Qiang Fu, Yanlin Wang, Shi Han, Dongmei Zhang
2022 J jnl
Make Heterophily Graphs Better Fit GNN: A Graph Rewiring Approach.
CoRR
Wendong Bi, Lun Du, Qiang Fu, Yanlin Wang, Shi Han, Dongmei Zhang
2022 A* conf
Neuron with Steady Response Leads to Better Generalization.
NeurIPS
Qiang Fu, Lun Du, Haitao Mao, Xu Chen, Wei Fang, Shi Han, Dongmei Zhang
2022 A* conf
On the Evaluation of Neural Code Summarization.
ICSE
Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
2022 A* conf
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation.
EMNLP
Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang
2022 J jnl
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation.
CoRR
Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang
2022 A* conf
RACE: Retrieval-augmented Commit Message Generation.
EMNLP
Ensheng Shi, Yanlin Wang, Wei Tao, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2022 J jnl
Reflection of Thought: Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems.
CoRR
Fan Zhou, Haoyu Dong, Qian Liu, Zhoujun Cheng, Shi Han, Dongmei Zhang
2022 J jnl
Revisiting Code Search in a Two-Stage Paradigm.
CoRR
Fan Hu, Yanlin Wang, Lun Du, Xirong Li, Hongyu Zhang, Shi Han, Dongmei Zhang
2022 A* conf
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data.
EMNLP
Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Fan Cheng, Shi Han, Dongmei Zhang
2022 J jnl
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data.
CoRR
Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang
2022 A* conf
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks.
IJCAI
Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang
2022 J jnl
Table Pre-training: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks.
CoRR
Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang
2022 A* conf
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems.
EMNLP
Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang
2022 J jnl
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems.
CoRR
Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang
2022 A* conf
TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation.
KDD
Di Yao, Haonan Hu, Lun Du, Gao Cong, Shi Han, Jingping Bi
2022 A conf
Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective.
WSDM
Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang
2022 J jnl
XInsight: eXplainable Data Analysis Through The Lens of Causality.
CoRR
Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
2022 A* conf
pureGAM: Learning an Inherently Pure Additive Model.
KDD
Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang
2021 J jnl
A Unified and Fast Interpretable Model for Predictive Analytics.
CoRR
Rui Ding, Tianchi Qiao, Yunan Zhu, Zhitao Zou, Shi Han, Dongmei Zhang
2021 — conf
CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees.
EMNLP (1)
Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2021 J jnl
CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees.
CoRR
Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2021 J jnl
CoCoSum: Contextual Code Summarization with Multi-Relational Graph Neural Network.
CoRR
Yanlin Wang, Ensheng Shi, Lun Du, Xiaodi Yang, Yuxuan Hu, Shi Han, Hongyu Zhang, Dongmei Zhang
2021 J jnl
FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining.
CoRR
Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
2021 J jnl
GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily.
CoRR
Lun Du, Xiaozhou Shi, Qiang Fu, Hengyu Liu, Shi Han, Dongmei Zhang
2021 J jnl
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.
CoRR
Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
2021 J jnl
Historical Spectrum Based Fault Localization.
IEEE Trans. Software Eng.
Ming Wen, Junjie Chen, Yongqiang Tian, Rongxin Wu, Dan Hao, Shi Han, Shing-Chi Cheung
2021 A conf
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search.
CIKM
Lun Du, Xiaozhou Shi, Yanlin Wang, Ensheng Shi, Shi Han, Dongmei Zhang
2021 J jnl
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code Search.
CoRR
Lun Du, Xiaozhou Shi, Yanlin Wang, Ensheng Shi, Shi Han, Dongmei Zhang
2021 J jnl
ML4C: Seeing Causality Through Latent Vicinity.
CoRR
Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang
2021 — conf
MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis.
SIGMOD Conference
Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang
2021 J jnl
Neural Code Summarization: How Far Are We?
CoRR
Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
2021 A conf
Neuron Campaign for Initialization Guided by Information Bottleneck Theory.
CIKM
Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang
2021 J jnl
Neuron Campaign for Initialization Guided by Information Bottleneck Theory.
CoRR
Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang
2021 J jnl
Neuron with Steady Response Leads to Better Generalization.
CoRR
Qiang Fu, Lun Du, Haitao Mao, Xu Chen, Wei Fang, Shi Han, Dongmei Zhang
2021 A conf
On the Evaluation of Commit Message Generation Models: An Experimental Study.
ICSME
Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
2021 J jnl
On the Evaluation of Commit Message Generation Models: An Experimental Study.
CoRR
Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
2021 A conf
Semantic table structure identification in spreadsheets.
ISSTA
Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Dan Ye
2021 J jnl
Source Free Unsupervised Graph Domain Adaptation.
CoRR
Haitao Mao, Lun Du, Yujia Zheng, Qiang Fu, Zelin Li, Xu Chen, Shi Han, Dongmei Zhang
2021 A* conf
TUTA: Tree-based Transformers for Generally Structured Table Pre-training.
KDD
Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang
2021 A* conf
Table2Charts: Recommending Charts by Learning Shared Table Representations.
KDD
Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang, Dongmei Zhang
2021 J jnl
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks.
CoRR
Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang
2021 A* conf
TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data.
KDD
Lun Du, Fei Gao, Xu Chen, Ran Jia, Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang
2021 J jnl
TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data.
CoRR
Lun Du, Fei Gao, Xu Chen, Ran Jia, Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang
2021 J jnl
Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective.
CoRR
Lun Du, Xu Chen, Fei Gao, Kunqing Xie, Shi Han, Dongmei Zhang
2020 A conf
Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture.
CIKM
Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang
2020 A conf
Neural Formatting for Spreadsheet Tables.
CIKM
Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang
2020 A* conf
Reliable and Efficient Anytime Skeleton Learning.
AAAI
Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang
2020 J jnl
Structure-aware Pre-training for Table Understanding with Tree-based Transformers.
CoRR
Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang
2020 J jnl
Table2Charts: Learning Shared Representations for Recommending Charts on Multi-dimensional Data.
CoRR
Mengyu Zhou, Qingtao Li, Yuejiang Li, Shi Han, Dongmei Zhang
2019 — conf
QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data.
SIGMOD Conference
Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang
2019 A* conf
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks.
AAAI
Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang
2018 — conf
Automated refactoring of nested-IF formulae in spreadsheets.
ESEC/SIGSOFT FSE
Jie Zhang, Shi Han, Dan Hao, Lu Zhang, Dongmei Zhang
2018 A* conf
Expandable group identification in spreadsheets.
ASE
Wensheng Dou, Shi Han, Liang Xu, Dongmei Zhang, Jun Wei
2018 J jnl
Systematically Ensuring the Confidence of Real-Time Home Automation IoT Systems.
ACM Trans. Cyber Phys. Syst.
Lei Bu, Wen Xiong, Chieh-Jan Mike Liang, Shi Han, Dongmei Zhang, Shan Lin, Xuandong Li
2017 J jnl
Automated Refactoring of Nested-IF Formulae in Spreadsheets.
CoRR
Jie Zhang, Shi Han, Dan Hao, Lu Zhang, Dongmei Zhang
2017 — conf
Extracting Top-K Insights from Multi-dimensional Data.
SIGMOD Conference
Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang
2017 A* conf
Precise condition synthesis for program repair.
ICSE
Yingfei Xiong, Jie Wang, Runfa Yan, Jiachen Zhang, Shi Han, Gang Huang, Lu Zhang
2016 J jnl
Precise Condition Synthesis for Program Repair.
CoRR
Yingfei Xiong, Jie Wang, Runfa Yan, Jiachen Zhang, Shi Han, Gang Huang, Lu Zhang
2016 — conf
Systematically Debugging IoT Control System Correctness for Building Automation.
BuildSys
Chieh-Jan Mike Liang, Lei Bu, Zhao Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao
2015 B conf
Uncovering JavaScript Performance Code Smells Relevant to Type Mutations.
APLAS
Xiao Xiao, Shi Han, Charles Zhang, Dongmei Zhang
2014 A* conf
Comprehending performance from real-world execution traces: a device-driver case.
ASPLOS
Xiao Yu, Shi Han, Dongmei Zhang, Tao Xie
2013 A conf
Context-sensitive delta inference for identifying workload-dependent performance bottlenecks.
ISSTA
Xusheng Xiao, Shi Han, Dongmei Zhang, Tao Xie
2013 J jnl
Software Analytics in Practice.
IEEE Softw.
Dongmei Zhang, Shi Han, Yingnong Dang, Jian-Guang Lou, Haidong Zhang, Tao Xie
2012 A* conf
Performance debugging in the large via mining millions of stack traces.
ICSE
Shi Han, Yingnong Dang, Song Ge, Dongmei Zhang, Tao Xie
2012 — conf
Teaching and Training for Software Analytics.
CSEE&T
Dongmei Zhang, Yingnong Dang, Shi Han, Tao Xie
2009 A conf
A Unified Framework for Recognizing Handwritten Chemical Expressions.
ICDAR
Ming Chang, Shi Han, Dongmei Zhang
2007 A conf
Systematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters.
ICDAR
Shi Han, Ming Chang, Yu Zou, Xinjian Chen, Dongmei Zhang
2006 B conf
Automatic Real-Time Barcode Localization in Complex Scenes.
ICIP
Chunhui Zhang, Jian Wang, Shi Han, Mo Yi, Zhengyou Zhang
2006 — conf
Hallucinating 3D Faces.
ACCV (2)
Shiqi Peng, Gang Pan, Shi Han, Yueming Wang
2006 — conf
Super-Resolution of 3D Face.
ECCV (2)
Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang
2005 — conf
3D Face Recognition using Mapped Depth Images.
CVPR Workshops
Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang
2004 — conf
Human Face Orientation Detection Using Power Spectrum Based Measurements.
FGR
Shi Han, Gang Pan, Zhaohui Wu
2004 Misc conf
Sphere-Spin-Image: A Viewpoint-Invariant Surface Representation for 3D Face Recognition.
International Conference on Computational Science
Yueming Wang, Gang Pan, Zhaohui Wu, Shi Han