Lu Chen

15 papers at tracked venues · 10 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ACL ×3 ICML ×3 NeurIPS ×3 EMNLP ×2 NAACL ×2 AAAI ×1 WSDM ×1

Frequent coauthors

Kai Yu

×15

Hongshen Xu

×8

Da Ma

×6

Ruisheng Cao

×5

Zichen Zhu

×4

Shuai Fan

×4

Liangtai Sun

×4

Lei Pan

×3

Yang Han

×3

Hanchong Zhang

×3

Hanqi Li

×3

Su Zhu

×3

Papers

Alignment for Efficient Tool Calling of Large Language Models
EMNLP 2025 ·
Hongshen Xu
,
Zihan Wang
,
Zichen Zhu
,
Lei Pan
,
Xingyu Chen
,
Shuai Fan
, Lu Chen,
Kai Yu
Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking
ICML 2025 ·
Senyu Han
,
Hongchuan Zeng
,
Kai Yu
, Lu Chen
MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
NeurIPS 2025 ·
Yang Han
,
Pengyu Wang
,
Kai Yu
,
Xin Chen
, Lu Chen
MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation
NAACL 2025 ·
Zichen Zhu
,
Hao Tang
,
Yansi Li
,
Dingye Liu
,
Hongshen Xu
,
Kunyao Lan
,
Danyang Zhang
,
Yixuan Jiang
,
Hao Zhou
,
Chenrun Wang
,
Situo Zhang
,
Liangtai Sun
,
Yixiao Wang
,
Yuheng Sun
, Lu Chen,
Kai Yu
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering
ACL 2025 ·
Ruisheng Cao
,
Hanchong Zhang
,
Tiancheng Huang
,
Zhangyi Kang
,
Yuxin Zhang
,
Liangtai Sun
,
Hanqi Li
,
Yuxun Miao
,
Shuai Fan
, Lu Chen,
Kai Yu
Reducing Tool Hallucination via Reliability Alignment
ICML 2025 ·
Hongshen Xu
,
Zichen Zhu
,
Lei Pan
,
Zihan Wang
,
Su Zhu
,
Da Ma
,
Ruisheng Cao
, Lu Chen,
Kai Yu
Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations
NeurIPS 2025 ·
Da Ma
,
Gonghu Shang
,
Zhi Chen
,
Libo Qin
,
Yijie Luo
,
Hongshen Xu
,
Lei Pan
,
Shuai Fan
,
Kai Yu
, Lu Chen
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference
EMNLP 2024 ·
Yang Han
,
Yiming Wang
,
Rui Wang
, Lu Chen,
Kai Yu
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions
NAACL 2024 ·
Hanchong Zhang
,
Ruisheng Cao
,
Hongshen Xu
, Lu Chen,
Kai Yu
Evolving Subnetwork Training for Large Language Models
ICML 2024 ·
Hanqi Li
, Lu Chen,
Da Ma
,
Zijian Wu
,
Su Zhu
,
Kai Yu
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding
WSDM 2024 ·
Hongshen Xu
, Lu Chen,
Zihan Zhao
,
Da Ma
,
Ruisheng Cao
,
Zichen Zhu
,
Kai Yu
IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation
ACL 2024 ·
Senyu Han
, Lu Chen,
Li-Min Lin
,
Zhengshan Xu
,
Kai Yu
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research
AAAI 2024 ·
Liangtai Sun
,
Yang Han
,
Zihan Zhao
,
Da Ma
,
Zhennan Shen
,
Baocai Chen
, Lu Chen,
Kai Yu
Sparsity-Accelerated Training for Large Language Models
ACL 2024 ·
Da Ma
, Lu Chen,
Pengyu Wang
,
Hongshen Xu
,
Hanqi Li
,
Liangtai Sun
,
Su Zhu
,
Shuai Fan
,
Kai Yu
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
NeurIPS 2024 ·
Ruisheng Cao
,
Fangyu Lei
,
Haoyuan Wu
,
Jixuan Chen
,
Yeqiao Fu
,
Hongcheng Gao
,
Xinzhuang Xiong
,
Hanchong Zhang
,
Wenjing Hu
,
Yuchen Mao
,
Tianbao Xie
,
Hongshen Xu
,
Danyang Zhang
,
Sida I. Wang
,
Ruoxi Sun
,
Pengcheng Yin
,
Caiming Xiong
,
Ansong Ni
,
Qian Liu
,
Victor Zhong
, Lu Chen,
Kai Yu
,
Tao Yu