Ze-Fan Cai

Most-cited papers

Large Language Models are not Fair Evaluators
Peiyi Wang, Lei Li, Liang Chen, Ze-Fan Cai +7 more
2023Annual Meeting of the Association for Computational Linguistics1,438 citations Open access
Semantic Scholar
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling
Ze-Fan Cai, Yichi Zhang, Bofei Gao, Yuliang Liu +7 more
2024arXiv.org493 citations
Semantic Scholar
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models
Bofei Gao, Feifan Song, Zhe Yang, Ze-Fan Cai +16 more
2024International Conference on Learning Representations268 citations
Semantic Scholar
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
Haozhe Zhao, Ze-Fan Cai, Shuzheng Si, Xiaojian Ma +6 more
2023International Conference on Learning Representations226 citations Open access
Semantic Scholar
Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
Yu Fu, Ze-Fan Cai, Abedelkadir Asi, Wayne Xiong +2 more
2024International Conference on Learning Representations120 citations
Semantic Scholar
Skin-Inspired Surface-Microstructured Tough Hydrogel Electrolytes for Stretchable Supercapacitors.
Lvye Fang, Ze-Fan Cai, Zheng-ya Ding, Tianyi Chen +7 more
2019ACS Applied Materials and Interfaces93 citations
Semantic Scholar
ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
Yuliang Liu, Xiangru Tang, Ze-Fan Cai, Jun-Jie Lu +22 more
202364 citations
Semantic Scholar
Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond
Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao +5 more
2023arXiv.org59 citations Open access
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A Survey on Latent Reasoning
Rui-Jie Zhu, Tian-Hao Peng, Tianhao Cheng, Xing-Wei Qu +29 more
2025arXiv.org58 citations
Semantic Scholar
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback
Bofei Gao, Ze-Fan Cai, Run-Xin Xu, Pei-Yi Wang +9 more
2024Annual Meeting of the Association for Computational Linguistics55 citations
Semantic Scholar
BabyVision: Visual Reasoning Beyond Language
Liang Chen, Wei-Chu Xie, Yiyan Liang, Hongfeng He +25 more
2026arXiv.org42 citations
Semantic Scholar
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain
Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao +6 more
2024Annual Meeting of the Association for Computational Linguistics38 citations
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Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey
Liang Chen, Z. Wang, Shuhuai Ren, Lei Li +23 more
2024arXiv.org38 citations
Semantic Scholar
Human-in-the-Loop through Chain-of-Thought
Ze-Fan Cai, Bao-Bao Chang, Wen-Juan Han
2023arXiv.org33 citations Open access
Semantic Scholar
Towards a Unified View of Preference Learning for Large Language Models: A Survey
Bofei Gao, Feifan Song, Yi-Bo Miao, Ze-Fan Cai +21 more
2024arXiv.org21 citations
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Improving Event Definition Following For Zero-Shot Event Detection
Ze-Fan Cai, Po-Nien Kung, Ashima Suvarna, Mingyu Derek Ma +5 more
2024Annual Meeting of the Association for Computational Linguistics20 citations
Semantic Scholar
Compositional Task Representations for Large Language Models
Nan Shao, Ze-Fan Cai, Hanwei Xu, Chong-Hua Liao +2 more
2023International Conference on Learning Representations17 citations
Semantic Scholar
ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks
Yuliang Liu, Xiangru Tang, Ze-Fan Cai, Jun-Jie Lu +22 more
2023arXiv.org15 citations
Semantic Scholar
DiffCap: Exploring Continuous Diffusion on Image Captioning
Yufeng He, Ze-Fan Cai, Xu Gan, Bao-Bao Chang
2023arXiv.org14 citations Open access
Semantic Scholar
MMGR: Multi-Modal Generative Reasoning Benchmark and Evaluation
Ze-Fan Cai, Haoyi Qiu, Tian-Yi Ma, Haozhe Zhao +9 more
20259 citations
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A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
Liang Chen, Sinan Tan, Ze-Fan Cai, Wei-Chu Xie +6 more
2024International Conference on Learning Representations9 citations
Semantic Scholar
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition
Shuzheng Si, Ze-Fan Cai, Shuang Zeng, Guoqiang Feng +2 more
2023Annual Meeting of the Association for Computational Linguistics8 citations Open access
Semantic Scholar
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
Shuzheng Si, He-Lan Hu, Haozhe Zhao, Shuang Zeng +3 more
2023Annual Meeting of the Association for Computational Linguistics6 citations Open access
Semantic Scholar
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade
Ze-Fan Cai, Xin Zheng, Tianyu Liu, Xu Wang +6 more
2023North American Chapter of the Association for Computational Linguistics4 citations Open access
Semantic Scholar
ML-Bench: Evaluating Large Language Models for Code Generation in Repository-Level Machine Learning Tasks
Yuliang Liu, Xiang-Ru Tang, Ze-Fan Cai, Jun-Jie Lu +146 more
4 citations
Semantic Scholar
VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness
Rong-Yu Zhang, Ze-Fan Cai, Huanrui Yang, Zi-Dong Liu +8 more
2024ACM Multimedia3 citations Open access
Semantic Scholar
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
Haozhe Zhao, Ze-Fan Cai, Shuzheng Si, Liang Chen +3 more
2024North American Chapter of the Association for Computational Linguistics3 citations
Semantic Scholar
Empowering MultiModal Models’ In-Context Learning Ability through Large Language Models
Wenjuan Han, Haozhe Zhao, Ze-Fan Cai
2023ACM Turing Celebration Conference1 citations Open access
Semantic Scholar
Distantly-Supervised Named Entity Recognition with Uncertainty-aware Teacher Learning and Student-student Collaborative Learning
He-Lan Hu, Shuzheng Si, Haozhe Zhao, Shuang Zeng +3 more
2023arXiv.org1 citations
Semantic Scholar
MENTOR: Efficient Autoregressive Image Generation with Balanced Multimodal Control
Haozhe Zhao, Ze-Fan Cai, Shuzheng Si, Liang Chen +4 more
2026Annual Meeting of the Association for Computational Linguistics0 citations Open access
Semantic Scholar