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Wanchun Ni

dblp:279/2770 · DBLP profile ↗
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3ranked-venue papers
0as first author
2since 2021 · last 2026
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 2 · 2 since 2021Computer networks · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Network and information security
2 papers
Security and privacy of machine learning · 100%
Databases, data mining, and information retrieval
1 paper
Information retrieval · 100%
Human-computer interaction and pervasive computing
1 paper
Accessibility and assistive technology · 77% Wearable and physiological sensing · 23%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Medical and health informatics · 100%

Topics — the 8 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Information retrieval
retrieval-augmented generation		 1.012026
Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation · ACL (1) 2026
Security and privacy of machine learning › retrieval-augmented generation security
knowledge poisoning		 1.012026
Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation · ACL (1) 2026
Security and privacy of machine learning
membership inference		 1.012026
Robust Membership Inference for Large Language Models under Adversarial Generative Corruption · ACL (1) 2026
Security and privacy of machine learning
poisoning attack		 1.012026
Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation · ACL (1) 2026
Accessibility and assistive technology
assistive technology for visual impairment		 0.412020
SmartEye - a wearable device that help visually impaired people during on-site banking: poster abstract · SenSys 2020
Medical and health informatics › biomedical natural language processing
medical question answering		 0.312026
Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation · ACL (1) 2026
Security and privacy of machine learning
adversarial robustness		 0.312026
Robust Membership Inference for Large Language Models under Adversarial Generative Corruption · ACL (1) 2026
Wearable and physiological sensing › wearable display
smart glasses		 0.112020
SmartEye - a wearable device that help visually impaired people during on-site banking: poster abstract · SenSys 2020

Methods — techniques the papers use, named apart from their topics

knowledge poisoning attack · 3.0adversarial generative corruption · 1.0text-to-speech · 0.4optical character recognition · 0.4gesture recognition · 0.4
YearPublicationVenuePosition
2026 Robust Membership Inference for Large Language Models under Adversarial Generative Corruption
abstract
Yuanhong Huang, Huili Wang, Xueying Bai, Jinrui Wang, Jiajun Liu, Ziqin Wang, Wanchun Ni, Shangguang Wang, Tao Qi. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Yuanhong Huang, Huili Wang 0001, Xueying Bai, Jinrui Wang, Ziqin Wang, Wanchun Ni, Shangguang Wang, Tao Qi 0001
 ACL (1)7
2026 Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation
abstract
Peiru Yang, Haoran Zheng, Tong Ju, Shiting Wang, Wanchun Ni, Jiajun Liu, Shangguang Wang, Yongfeng Huang, Tao Qi. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Peiru Yang, Tong Ju, Shiting Wang, Wanchun Ni, Shangguang Wang, Yongfeng Huang 0001, Tao Qi 0001
 ACL (1)5
2020 SmartEye - a wearable device that help visually impaired people during on-site banking: poster abstract
abstract
This poster presents a device, SmartEye, which can help visually impaired people to read documents and sign on it on their own during on-site banking. With the help of Optical Character Recognition, gesture recognition, pen-tip recognition, Text to Speech, the wearable device can finish the tasks that we found in the bank. We tested SmartEye with visually impaired subjects on tasks including capturing information from documents and signing on forms. The result provided the effectiveness of SmartEye on assisting visually impaired people to reduce their inconvenience.
Xingyuan Xu, Nannan Guo, Ruoyan Pi, Wanchun Ni, Sijin Sun
 SenSys5