Lei Ma

University of Alberta, Canada

30 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8621-2420 ↗Google Scholar ↗Homepage ↗

Venues

FSE ×5 ICSE ×4 AAAI ×3 NAACL ×3 ACL ×2 ICLR ×2 ISSTA ×2 NeurIPS ×2 ACM MM ×1 ASE ×1 CHI ×1 ECCV ×1 EMNLP ×1 ICRA ×1 InterSpeech ×1

Frequent coauthors

Yuheng Huang

×8

Zhijie Wang

×6

Yun Xing

×4

Qing Guo

×4

Jianjun Zhao

×4

Xiaofei Xie

×4

Jiayang Song

×4

Da Song

×4

Ivor W. Tsang

×3

Yu Pan

×3

Yuguang Yang

×3

Jixun Yao

×3

Papers

Empirical Insights of Test Selection Metrics under Multiple Testing Objectives and Distribution Shifts
FSE 2026 ·
Jingyu Zhang
,
Fan Wang
,
Jacky Keung
,
Yihan Liao
,
Yan Xiao
, Lei Ma
From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning
AAAI 2026 ·
Shuangzhi Li
,
Junlong Shen
, Lei Ma,
Xingyu Li
MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents
AAAI 2026 ·
Yun Xing
,
Nhat Chung
,
Jie Zhang
,
Yue Cao
,
Ivor W. Tsang
,
Yang Liu
, Lei Ma,
Qing Guo
S2ST-Omni: Hierarchical Language-Aware SpeechLLM Adaptation for Multilingual Speech-to-Speech Translation
ACL 2026 ·
Yu Pan
,
Xiongfei Wu
,
Yuguang Yang
,
Jixun Yao
,
Maxime Cordy
, Lei Ma,
Jianjun Zhao
Are LLMs Correctly Integrated into Software Systems?
ICSE 2025 ·
Yuchen Shao
,
Yuheng Huang
,
Jiawei Shen
, Lei Ma,
Ting Su
,
Chengcheng Wan
CAShift: Benchmarking Log-Based Cloud Attack Detection under Normality Shift
FSE 2025 ·
Jiongchi Yu
,
Xiaofei Xie
,
Qiang Hu
,
Bowen Zhang
,
Ziming Zhao
,
Yun Lin
, Lei Ma,
Ruitao Feng
,
Frank Liauw
ClapFM-EVC: High-Fidelity and Flexible Emotional Voice Conversion with Dual Control from Natural Language and Speech
InterSpeech 2025 ·
Yu Pan
,
Yanni Hu
,
Yuguang Yang
,
Jixun Yao
,
Jianhao Ye
,
Hongbin Zhou
, Lei Ma,
Jianjun Zhao
DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches
NeurIPS 2025 ·
Yun Xing
,
Yue Cao
,
Nhat Chung
,
Jie M. Zhang
,
Ivor W. Tsang
,
Ming-Ming Cheng
,
Yang Liu
, Lei Ma,
Qing Guo
Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update
AAAI 2025 ·
Qing Li
,
Jiahui Geng
,
Derui Zhu
,
Zongxiong Chen
,
Kun Song
, Lei Ma,
Fakhri Karray
Large Language Model Supply Chain: Open Problems From the Security Perspective
ISSTA 2025 ·
Qiang Hu
,
Xiaofei Xie
,
Sen Chen
,
Lili Quan
, Lei Ma
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
EMNLP 2025 ·
Weihao Xuan
,
Rui Yang
,
Heli Qi
,
Qingcheng Zeng
,
Yunze Xiao
,
Aosong Feng
,
Dairui Liu
,
Yun Xing
,
Junjue Wang
,
Fan Gao
,
Jinghui Lu
,
Yuang Jiang
,
Huitao Li
,
Xin Li
,
Kunyu Yu
,
Ruihai Dong
,
Shangding Gu
,
Yuekang Li
,
Xiaofei Xie
,
Felix Juefei-Xu
,
Foutse Khomh
,
Osamu Yoshie
,
Qingyu Chen
,
Douglas Teodoro
,
Nan Liu
,
Randy Goebel
, Lei Ma,
Edison Marrese-Taylor
,
Shijian Lu
,
Yusuke Iwasawa
,
Yutaka Matsuo
,
Irene Li
MoDitector: Module-Directed Testing for Autonomous Driving Systems
ISSTA 2025 ·
Renzhi Wang
,
Mingfei Cheng
,
Xiaofei Xie
,
Yuan Zhou
, Lei Ma
Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture
NAACL 2025 ·
Jiayang Song
,
Yuheng Huang
,
Zhehua Zhou
, Lei Ma
Risk Assessment Framework for Code LLMs via Leveraging Internal States
FSE 2025 ·
Yuheng Huang
, Lei Ma,
Keizaburo Nishikino
,
Takumi Akazaki
TESTEVAL: Benchmarking Large Language Models for Test Case Generation
NAACL 2025 ·
Wenhan Wang
,
Chenyuan Yang
,
Zhijie Wang
,
Yuheng Huang
,
Zhaoyang Chu
,
Da Song
,
Lingming Zhang
,
An Ran Chen
, Lei Ma
Takin-VC: Expressive Zero-Shot Voice Conversion via Adaptive Hybrid Content Encoding and Enhanced Timbre Modeling
ACL 2025 ·
Yuguang Yang
,
Yu Pan
,
Jixun Yao
,
Xiang Zhang
,
Jianhao Ye
,
Hongbin Zhou
,
Lei Xie
, Lei Ma,
Jianjun Zhao
Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models
ICSE 2025 ·
Zhijie Wang
,
Zijie Zhou
,
Da Song
,
Yuheng Huang
,
Shengmai Chen
, Lei Ma,
Tianyi Zhang
TrustVis: A Multi-Dimensional Trustworthiness Evaluation Framework for Large Language Models
ASE 2025 ·
Ruoyu Sun
,
Da Song
,
Jiayang Song
,
Yuheng Huang
, Lei Ma
VLATest: Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation
FSE 2025 ·
Zhijie Wang
,
Zhehua Zhou
,
Jiayang Song
,
Yuheng Huang
,
Zhan Shu
, Lei Ma
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?
FSE 2024 ·
Bonan Kou
,
Shengmai Chen
,
Zhijie Wang
, Lei Ma,
Tianyi Zhang
Domain Generalization of 3D Object Detection by Density-Resampling
ECCV 2024 ·
Shuangzhi Li
, Lei Ma,
Xingyu Li
ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning
ICRA 2024 ·
Zhehua Zhou
,
Jiayang Song
,
Kunpeng Yao
,
Zhan Shu
, Lei Ma
LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks
ICLR 2024 ·
Jianlang Chen
,
Xuhong Ren
,
Qing Guo
,
Felix Juefei-Xu
,
Di Lin
,
Wei Feng
, Lei Ma,
Jianjun Zhao
MetaRepair: Learning to Repair Deep Neural Networks from Repairing Experiences
ACM MM 2024 ·
Yun Xing
,
Qing Guo
,
Xiaofeng Cao
,
Ivor W. Tsang
, Lei Ma
MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems
ICSE 2024 ·
Xinyu Gao
,
Zhijie Wang
,
Yang Feng
, Lei Ma,
Zhenyu Chen
,
Baowen Xu
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization
ICLR 2024 ·
Yibing Liu
,
Chris Xing Tian
,
Haoliang Li
, Lei Ma,
Shiqi Wang
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics
NAACL 2024 ·
Derui Zhu
,
Dingfan Chen
,
Qing Li
,
Zongxiong Chen
, Lei Ma,
Jens Grossklags
,
Mario Fritz
PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques
NeurIPS 2024 ·
Derui Zhu
,
Dingfan Chen
,
Xiongfei Wu
,
Jiahui Geng
,
Zhuo Li
,
Jens Grossklags
, Lei Ma
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement
CHI 2024 ·
Zhijie Wang
,
Yuheng Huang
,
Da Song
, Lei Ma,
Tianyi Zhang
Technical Briefing on Deep Neural Network Repair
ICSE 2024 ·
Paolo Arcaini
,
Fuyuki Ishikawa
, Lei Ma,
Yuta Maezawa
,
Nobukazu Yoshioka
,
Fuyuan Zhang