About Me
I am Jinqi Wu (武锦旗), a master's student in Computer Science and Technology at Nanjing University, advised by Prof. Chaoyou Fu. My current research interest is multimodal large language models.
Previously, I received my bachelor's degree in Computer Science and Technology from Jilin University in June 2026, ranking 1st out of 351 with a GPA of 3.91/4.0.
I was a research intern at Alibaba's Taobao & Tmall Group, working on conversion attribution and CVR prediction. I later joined Meituan's LongCat team as a research intern, contributing to LongCat 2.5 and working on Vision Coding.
My first-author work appeared at KDD 2026 and CIKM 2026. I am interested in connecting language and multimodal understanding with real-world learning and decision-making problems.
Recent Updates
Our work on LLM-based touchpoint selection appears at CIKM 2026.
Started my master's studies at Nanjing University, advised by Prof. Chaoyou Fu.
Our MAC benchmark and PyMAL library appear at KDD 2026.
Graduated from Jilin University; received the Academician Wang Xianghao Scholarship and Outstanding Graduate honor.
Selected Publications
View All →Can Large Language Models Identify Meaningful Touchpoints in Conversion Attribution?
Jinqi Wu, Sishuo Chen, Zhangming Chan, Yong Bai, Chao Yi, Han Zhu, Shuodian Yu, Lei Zhang, Sheng Chen, Chenghuan Hou, Jian Xu†, Chaoyou Fu
Proceedings of the 35th ACM International Conference on Information and Knowledge Management (CIKM 2026)
The SILVA benchmark evaluates semantic touchpoint selection; LOTUS uses LLM-attributed signals to improve industrial CVR prediction.
MAC: A Conversion Rate Prediction Benchmark Featuring Labels Under Multiple Attribution Mechanisms
Jinqi Wu, Sishuo Chen, Zhangming Chan, Yong Bai, Lei Zhang, Sheng Chen, Chenghuan Hou, Xiang-Rong Sheng, Han Zhu, Jian Xu, Bo Zheng, Chaoyou Fu†
Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2 (KDD 2026)
A public multi-attribution CVR benchmark, the PyMAL toolkit, and Mixture of Asymmetric Experts (MoAE) for learning from multiple attribution mechanisms.
Education
Nanjing University
2026.09 - 2029.06 (expected)M.S. in Computer Science and Technology
Advisor: Prof. Chaoyou Fu · Research focus: Multimodal Large Language Models
Jilin University
2022.09 - 2026.06B.S. in Computer Science and Technology
GPA: 3.91/4.0 · Rank: 1/351
Internship Experience
Alibaba · Taobao & Tmall Group
2025.09 - 2026.05Research Intern · Display Advertising, Ranking Team
- Built MAC, the first public multi-attribution CVR benchmark, integrating First-Click, Last-Click, Linear, and DDA labels. Systematically validated multi-attribution learning across all four attribution objectives, with greater gains for users with complex conversion paths. Online A/B tests achieved GMV +2.7%, orders +1.2%, and ROI +2.6% over the production baseline.
- Proposed LLM-based conversion path understanding to generate semantic attribution signals, identify implicitly related touchpoints missed by rule-based attribution, and incorporate them into auxiliary CVR training. Offline GAUC on the primary conversion task improved by 0.35% over the same-store touchpoint production baseline and by a further 0.15% over the heuristic CABA baseline.
- Produced two first-author papers at KDD 2026 and CIKM 2026.
Meituan · LongCat
2026.08 - 2027.01 (expected)Research Intern · Foundation Model Team
- Contributing to LongCat 2.5 and researching Vision Coding in the foundation model team, Basic R&D Platform, Core Local Commerce.
- Independently developing Muse2Web: Benchmarking Coding Agents on Turning Visual Inspiration into Working Websites (ongoing), a benchmark evaluating coding agents' ability to turn visual inspiration into working websites.
Honors & Awards
Academician Wang Xianghao Scholarship
2026.06Jilin University
Outstanding Graduate
2026.06Jilin University · Class of 2026
CCF Outstanding College Student Program
2025.10China Computer Federation · CCF优秀大学生启航计划
National Scholarship · Two Consecutive Awards
2023 & 2024Ministry of Education of China
National Encouragement Scholarship
2025.12Academic year 2024-2025
Jie Fang Ling Hang Scholarship
2024.11Jilin University
CCPC National Invitational Contest · Gold Medal
2025.06Fuzhou
ICPC National Invitational Contest · Gold Medal
2025.05Nanchang
ICPC Asia Regional Contest · Silver Medal
2024.11Nanjing
CCF CCSP · Gold & Silver Medals
2024 & 2025Collegiate Computer Systems & Programming Contest
Gold Medal in 2024; Silver Medal in 2025.
GPLT National Finals · Individual First Prize
2025.05China Collegiate Computing Contest
Also received a Jilin Provincial Team First Prize.
Lanqiao Cup National Finals · First Prize
2024.06C/C++ Programming · University Group A
China Computer Games Championship · First Prize
2024.08Connect6 · 2024 China Collegiate Computer Games Competition
CCF CSP Certification · 450 / 500
2024 & 2025Certified Software Professional
Scored 450/500 in March 2024 and 430/500 in March 2025. The latter result ranked in the top 0.11% of its certification round.