Mengyu Zhou

16 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

EMNLP ×6 ACL ×4 AAAI ×3 FSE ×1 NeurIPS ×1 WSDM ×1

Frequent coauthors

Shi Han

×15

Dongmei Zhang

×15

Haoyu Dong

×8

Yeye He

×5

Xiaojun Ma

×4

Xinyi He

×4

Yihao Liu

×3

Zejian Yuan

×3

Jiaru Zou

×3

Hanbing Liu

×2

Lang Cao

×2

Junjie Xing

×2

Papers

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
MARCH: Multi-Agent Reinforced Check for Hallucination
ACL 2026 ·
Zhuo Li
,
Yupeng Zhang
,
Pengyu Cheng
,
Jiajun Song
, Mengyu Zhou,
Hao Li
,
Shujie Hu
,
Yu Qin
,
Erchao Zhao
,
Xiaoxi Jiang
,
Guanjun Jiang
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
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
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
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
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
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