Shi Han

23 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

EMNLP ×7 AAAI ×4 ACL ×4 WSDM ×3 AISTATS ×1 FSE ×1 ICSE ×1 NeurIPS ×1 SIGKDD ×1

Frequent coauthors

Dongmei Zhang

×22

Mengyu Zhou

×15

Haoyu Dong

×8

Lun Du

×6

Xiaojun Ma

×5

Yeye He

×5

Qiang Fu

×5

Rui Ding

×4

Xinyi He

×4

Xu Chen

×4

Yihao Liu

×3

Zejian Yuan

×3

Papers

CAST: Achieving Stable LLM-based Text Analysis for Data Analytics
ACL 2026 ·
Jinxiang Xie
,
Zihao Li
,
Wei He
,
Rui Ding
, Shi Han,
Dongmei Zhang
From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation
FSE 2026 ·
Yuhang Xie
,
Jian Mu
,
Xiaojun Ma
,
Chaoyun Zhang
,
Lu Wang
,
Mengyu Zhou
,
Mugeng Liu
,
Si Qin
,
Qingwei Lin
,
Saravan Rajmohan
, Shi Han,
Dongmei Zhang
Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search
AAAI 2026 ·
Shuocheng Li
,
Yihao Liu
,
Silin Du
,
Wenxuan Zeng
,
Zhe Xu
,
Mengyu Zhou
,
Yeye He
,
Haoyu Dong
, Shi Han,
Dongmei Zhang
Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning
ACL 2026 ·
Hanbing Liu
,
Lang Cao
,
Yuanyi Ren
,
Mengyu Zhou
,
Haoyu Dong
,
Xiaojun Ma
, Shi Han,
Dongmei Zhang
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets
AAAI 2026 ·
Ziwei Wang
,
Jiayuan Su
,
Mengyu Zhou
,
Huaxing Zeng
,
Mengni Jia
,
Xiao Lv
,
Haoyu Dong
,
Xiaojun Ma
, Shi Han,
Dongmei Zhang
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning
AISTATS 2025 ·
Jiaru Zhang
,
Rui Ding
,
Qiang Fu
,
Bojun Huang
,
Zizhen Deng
,
Yang Hua
,
Haibing Guan
, Shi Han,
Dongmei Zhang
MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
NeurIPS 2025 ·
Junjie Xing
,
Yeye He
,
Mengyu Zhou
,
Haoyu Dong
, Shi Han,
Lingjiao Chen
,
Dongmei Zhang
,
Surajit Chaudhuri
,
H. V. Jagadish
SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing
ICSE 2025 ·
Wenchao Gu
,
Ensheng Shi
,
Yanlin Wang
,
Lun Du
, Shi Han,
Hongyu Zhang
,
Dongmei Zhang
,
Michael R. Lyu
SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection
EMNLP 2025 ·
Qin Chen
,
Yuanyi Ren
,
Xiaojun Ma
,
Mugeng Liu
, Shi Han,
Dongmei Zhang
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning
EMNLP 2025 ·
Junjie Xing
,
Yeye He
,
Mengyu Zhou
,
Haoyu Dong
, Shi Han,
Dongmei Zhang
,
Surajit Chaudhuri
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models
ACL 2025 ·
Xinyi He
,
Yihao Liu
,
Mengyu Zhou
,
Yeye He
,
Haoyu Dong
, Shi Han,
Zejian Yuan
,
Dongmei Zhang
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models
ACL 2025 ·
Deyin Yi
,
Yihao Liu
,
Lang Cao
,
Mengyu Zhou
,
Haoyu Dong
, Shi Han,
Dongmei Zhang
TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance
EMNLP 2025 ·
Jingxian Xu
,
Mengyu Zhou
,
Weichang Liu
,
Hanbing Liu
, Shi Han,
Dongmei Zhang
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing
EMNLP 2024 ·
Xinyi He
,
Jiaru Zou
,
Yun Lin
,
Mengyu Zhou
, Shi Han,
Zejian Yuan
,
Dongmei Zhang
Encoding Spreadsheets for Large Language Models
EMNLP 2024 ·
Haoyu Dong
,
Jianbo Zhao
,
Yuzhang Tian
,
Junyu Xiong
,
Mengyu Zhou
,
Yun Lin
,
José Cambronero
,
Yeye He
, Shi Han,
Dongmei Zhang
Professional Network Matters: Connections Empower Person-Job Fit
WSDM 2024 ·
Hao Chen
,
Lun Du
,
Yuxuan Lu
,
Qiang Fu
,
Xu Chen
, Shi Han,
Yanbin Kang
,
Guangming Lu
,
Zi Li
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning
EMNLP 2024 ·
Jiaru Zou
,
Mengyu Zhou
,
Tao Li
, Shi Han,
Dongmei Zhang
Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior
SIGKDD 2024 ·
Pingchuan Ma
,
Rui Ding
,
Qiang Fu
,
Jiaru Zhang
,
Shuai Wang
, Shi Han,
Dongmei Zhang
Source Free Graph Unsupervised Domain Adaptation
WSDM 2024 ·
Haitao Mao
,
Lun Du
,
Yujia Zheng
,
Qiang Fu
,
Zelin Li
,
Xu Chen
, Shi Han,
Dongmei Zhang
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning
EMNLP 2024 ·
Yuan Sui
,
Jiaru Zou
,
Mengyu Zhou
,
Xinyi He
,
Lun Du
, Shi Han,
Dongmei Zhang
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study
WSDM 2024 ·
Yuan Sui
,
Mengyu Zhou
,
Mingjie Zhou
, Shi Han,
Dongmei Zhang
Text-to-Image Generation for Abstract Concepts
AAAI 2024 ·
Jiayi Liao
,
Xu Chen
,
Qiang Fu
,
Lun Du
,
Xiangnan He
,
Xiang Wang
, Shi Han,
Dongmei Zhang
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
AAAI 2024 ·
Xinyi He
,
Mengyu Zhou
,
Xinrun Xu
,
Xiaojun Ma
,
Rui Ding
,
Lun Du
,
Yan Gao
,
Ran Jia
,
Xu Chen
, Shi Han,
Zejian Yuan
,
Dongmei Zhang