Yifan Zhang

National University of Singapore

26 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2125-1074 ↗Homepage ↗

Venues

ACL ×4 AAAI ×3 ICML ×3 ACM MM ×2 ECCV ×2 ICCV ×2 ICLR ×2 NAACL ×2 NeurIPS ×2 CVPR ×1 EMNLP ×1 IJCAI ×1 SIGKDD ×1

Frequent coauthors

Qingsong Wen

×7

Chaoyou Fu

×5

Zhang Zhang

×5

Liang Wang

×5

Rong Jin

×4

Hongbin Lin

×3

Shuaicheng Niu

×3

Shuguang Cui

×3

Zhen Li

×3

Bin Wen

×3

Fan Yang

×3

Tingting Gao

×3

Papers

DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving
AAAI 2026 ·
Hongbin Lin
,
Yiming Yang
,
Chaoda Zheng
, Yifan Zhang,
Shuaicheng Niu
,
Zilu Guo
,
Yafeng Li
,
Gui Gui
,
Shuguang Cui
,
Zhen Li
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
ACL 2026 ·
Yibo Yan
,
Shen Wang
,
Jiahao Huo
,
Hang Li
,
Boyan Li
,
Jiamin Su
,
Xiong Gao
, Yifan Zhang,
Tianlong Xu
,
Zhendong Chu
,
Aoxiao Zhong
,
Kun Wang
,
Hui Xiong
,
Philip S. Yu
,
Xuming Hu
,
Qingsong Wen
Scaling Law for Multimodal Large Language Model Supervised Fine-Tuning
ACL 2026 · Yifan Zhang,
Tao Yu
,
Feng Li
,
Chaoyou Fu
,
Yibo Hu
,
Kun Wang
,
Qingsong Wen
,
Zhang Zhang
,
Liang Wang
,
Rong Jin
Why Can Distillation Work with Limited Resources? A Systematic Study
ACL 2026 ·
Xiao Hu
,
Xingyu Lu
,
Liyuan Mao
, Yifan Zhang,
Tianke Zhang
,
Bin Wen
,
Fan Yang
,
Tingting Gao
,
Guorui Zhou
A Comprehensive Evaluation on Event Reasoning of Large Language Models
AAAI 2025 ·
Zhengwei Tao
,
Zhi Jin
, Yifan Zhang,
Xiancai Chen
,
Haiyan Zhao
,
Jia Li
,
Bin Liang
,
Chongyang Tao
,
Qun Liu
,
Kam-Fai Wong
AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction
AAAI 2025 ·
Tianlong Xu
, Yifan Zhang,
Zhendong Chu
,
Shen Wang
,
Qingsong Wen
Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation
ICCV 2025 ·
Gang Dai
, Yifan Zhang,
Yutao Qin
,
Qiangya Guo
,
Shuangping Huang
,
Shuicheng Yan
DAMA: Data- and Model-aware Alignment of Multi-modal LLMs
ICML 2025 ·
Jinda Lu
,
Junkang Wu
,
Jinghan Li
,
Xiaojun Jia
,
Shuo Wang
, Yifan Zhang,
Junfeng Fang
,
Xiang Wang
,
Xiangnan He
Debiasing Multimodal Large Language Models via Penalization of Language Priors
ACM MM 2025 · Yifan Zhang,
Yang Shi
,
Weichen Yu
,
Qingsong Wen
,
Xue Wang
,
Wenjing Yang
,
Zhang Zhang
,
Liang Wang
,
Rong Jin
DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation
CVPR 2025 ·
Hongbin Lin
,
Zilu Guo
, Yifan Zhang,
Shuaicheng Niu
,
Yafeng Li
,
Ruimao Zhang
,
Shuguang Cui
,
Zhen Li
Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking
ACL 2025 · Yifan Zhang,
Wenyu Du
,
Dongming Jin
,
Jie Fu
,
Zhi Jin
Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting
IJCAI 2025 ·
Weiqi Chen
,
Zhaoyang Zhu
, Yifan Zhang,
Lefei Shen
,
Linxiao Yang
,
Qingsong Wen
,
Liang Sun
MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes
ICCV 2025 ·
Xinjie Zhang
,
Zhening Liu
, Yifan Zhang,
Xingtong Ge
,
Dailan He
,
Tongda Xu
,
Yan Wang
,
Zehong Lin
,
Shuicheng Yan
,
Jun Zhang
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
ICML 2025 · Yifan Zhang,
Tao Yu
,
Haochen Tian
,
Chaoyou Fu
,
Peiyan Li
,
Jianshu Zeng
,
Wulin Xie
,
Yang Shi
,
Huanyu Zhang
,
Junkang Wu
,
Xue Wang
,
Yibo Hu
,
Bin Wen
,
Tingting Gao
,
Zhang Zhang
,
Fan Yang
,
Di Zhang
,
Liang Wang
,
Rong Jin
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
ICLR 2025 · Yifan Zhang,
Huanyu Zhang
,
Haochen Tian
,
Chaoyou Fu
,
Shuangqing Zhang
,
Junfei Wu
,
Feng Li
,
Kun Wang
,
Qingsong Wen
,
Zhang Zhang
,
Liang Wang
,
Rong Jin
MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios
NeurIPS 2025 ·
Yang Shi
,
Huanqian Wang
,
Wulin Xie
,
Huanyao Zhang
,
Lijie Zhao
, Yifan Zhang,
Xinfeng Li
,
Chaoyou Fu
,
Zhuoer Wen
,
Wenting Liu
,
Zhuoran Zhang
,
Xinlong Chen
,
Bohan Zeng
,
Sihan Yang
,
Yushuo Guan
,
Zhang Zhang
,
Liang Wang
,
Haoxuan Li
,
Zhouchen Lin
,
Yuanxing Zhang
,
Pengfei Wan
,
Haotian Wang
,
Wenjing Yang
MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models
EMNLP 2025 ·
Zhengyi Zhao
,
Shubo Zhang
,
Yuxi Zhang
,
Yanxi Zhao
, Yifan Zhang,
Zezhong Wang
,
Huimin Wang
,
Yutian Zhao
,
Bin Liang
,
Yefeng Zheng
,
Binyang Li
,
Kam-Fai Wong
,
Xian Wu
Poison-splat: Computation Cost Attack on 3D Gaussian Splatting
ICLR 2025 ·
Jiahao Lu
, Yifan Zhang,
Qiuhong Shen
,
Xinchao Wang
,
Shuicheng Yan
VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
NeurIPS 2025 ·
Chaoyou Fu
,
Haojia Lin
,
Xiong Wang
, Yifan Zhang,
Yunhang Shen
,
Xiaoyu Liu
,
Haoyu Cao
,
Zuwei Long
,
Heting Gao
,
Ke Li
,
Long Ma
,
Xiawu Zheng
,
Rongrong Ji
,
Xing Sun
,
Caifeng Shan
,
Ran He
VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform
SIGKDD 2025 ·
Xingyu Lu
,
Tianke Zhang
,
Chang Meng
,
Xiaobei Wang
,
Jinpeng Wang
, Yifan Zhang,
Shisong Tang
,
Changyi Liu
,
Haojie Ding
,
Kaiyu Jiang
,
Kaiyu Tang
,
Bin Wen
,
Hai-Tao Zheng
,
Fan Yang
,
Tingting Gao
,
Di Zhang
,
Kun Gai
A Study on the Calibration of In-context Learning
NAACL 2024 ·
Hanlin Zhang
, Yifan Zhang,
Yaodong Yu
,
Dhruv Madeka
,
Dean P. Foster
,
Eric P. Xing
,
Himabindu Lakkaraju
,
Sham M. Kakade
Evaluating Step-by-Step Reasoning through Symbolic Verification
NAACL 2024 · Yifan Zhang,
Hanlin Zhang
,
Li Li
,
Eric P. Xing
From Question to Exploration: Can Classic Test-Time Adaptation Strategies Be Effectively Applied in Semantic Segmentation?
ACM MM 2024 ·
Chang'an Yi
,
Haotian Chen
, Yifan Zhang,
Yonghui Xu
,
Yan Zhou
,
Lizhen Cui
MonoTTA: Fully Test-Time Adaptation for Monocular 3D Object Detection
ECCV 2024 ·
Hongbin Lin
, Yifan Zhang,
Shuaicheng Niu
,
Shuguang Cui
,
Zhen Li
One-DM: One-Shot Diffusion Mimicker for Handwritten Text Generation
ECCV 2024 ·
Gang Dai
, Yifan Zhang,
Quhui Ke
,
Qiangya Guo
,
Shuangping Huang
Position: What Can Large Language Models Tell Us about Time Series Analysis
ICML 2024 ·
Ming Jin
, Yifan Zhang,
Wei Chen
,
Kexin Zhang
,
Yuxuan Liang
,
Bin Yang
,
Jindong Wang
,
Shirui Pan
,
Qingsong Wen