From Where Things Are to What They Are For: Benchmarking Spatial-Functional Intelligence
CVPR 2026
Le Zhang, Jihan Yang, [...], Aishwarya Agrawal, Bo-Hsiang Tseng
REARANK: Reasoning Re-ranking Agent via Reinforcement LearningORAL
EMNLP 2025
Le Zhang, Bo Wang, Xipeng Qiu, Siva Reddy, Aishwarya Agrawal
Assessing and Learning Alignment of Unimodal Vision and Language Models (SAIL)HIGHLIGHT
CVPR 2025
Le Zhang, Qian Yang, Aishwarya Agrawal
VisMin: Visual Minimal Change Understanding
NeurIPS 2024
Rabiul Awal, Saba Ahmadi, Le Zhang, Aishwarya Agrawal
Spectrum Matching: a Unified Perspective for Superior Diffusability in Latent Diffusion
Preprint
Mang Ning, Mingxiao Li, Le Zhang, Lanmiao Liu, Matthew B. Blaschko, Albert Ali Salah, Itir Onal Ertugrul
Enhancing the Protein Tertiary Structure Prediction by MSA Generation
NeurIPS 2024
Le Zhang, Jiayang Chen, Tao Shen, Yu Li, Siqi Sun
Exploring the Best Practices of Query Expansion with LLMs
EMNLP 2024 Findings
Le Zhang, Yihong Wu, Qian Yang, Jian-Yun Nie
Unifying Graph Convolution and Contrastive Learning in Collaborative Filtering
KDD 2024
Yihong Wu, Le Zhang, Fengran Mo, Tianyu Zhu, Weizhi Ma, Jian-Yun Nie
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding
CVPR 2024
Le Zhang, Rabiul Awal, Aishwarya Agrawal
MoqaGPT: Zero-Shot Multi-modal Open-domain Question Answering with Large Language Models
EMNLP 2023 Findings
Le Zhang, Yihong Wu, Fengran Mo, Jian-Yun Nie, Aishwarya Agrawal
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering
NeurIPS 2024 Workshop
Rabiul Awal, Le Zhang, Aishwarya Agrawal
TreeMix: Compositional Constituency-based Data Augmentation for NLUORAL
NAACL 2022
Le Zhang, Zichao Yang, Diyi Yang
Subs: Subtree Substitution for Compositional Semantic Parsing
NAACL 2022
Jingfeng Yang, Le Zhang, Diyi Yang
