The list may not be up-to-date. Please find my latest publications on Google Scholar.
Event-centric Multimodal Knowledge Acquisition [PDF]
Manling Li
Thesis Committee: Heng Ji, Jiawei Han, Chengxiang Zhai, Shih-Fu Chang, Kyunghyun Cho
Thesis
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation [PDF]
Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji
EMNLP 2023
Defining a New NLP Playground [PDF]
Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi Fung, Charles Yu, Joel R. Tetreault, Eduard H Hovy, Heng Ji
EMNLP 2023 Findings
Knowledge-Driven Vision-Language Encoding [Website]
Manling Li, Xudong Lin, Jie Lei, Mohit Bansal, Carl Vondrick, Shih-Fu Chang, Heng Ji
CVPR 2023: Tutorial
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval [PDF] [Code]
Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang
CVPR 2023
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting [PDF][Website]
Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Manling Li, Yangqiu Song, Carl Yang
NeurIPS 2023
Non-Sequential Graph Script Induction via Multimedia Grounding [PDF]
Yu Zhou†, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal and Heng Ji
ACL 2023 († denotes supervised undergraduate)
A Language First Approach to Procedure Planning [PDF]
Jiateng Liu†, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji
ACL 2023 Findings († denotes supervised undergraduate)
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification [PDF]
Sha Li, Ruining Zhao†, Manling Li, Heng Ji, Chris Callison-Burch and Jiawei Han
ACL 2023 († denotes supervised undergraduate)
Multimedia Generative Script Learning for Task Planning [PDF]
Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary and Heng Ji
ACL 2023 Findings
Learning to Decompose Visual Features with Latent Textual Prompts [PDF] [Code]
Feng Wang†, Manling Li, Xudong Lin, Hairong Lv, Alexander Schwing, Heng Ji
ICLR 2023 († denotes supervised undergraduate)
Knowledge-Driven Vision-Language Pretraining [PDF] [Website]
Manling Li, Xudong Lin, Jie Lei, Mohit Bansal, Shih-Fu Chang, Heng Ji
AAAI 2023: Tutorial
Video Event Extraction via Tracking Visual States of Arguments [PDF] [Code]
Guang Yang†, Manling Li, Jiajie Zhang, Xudong Lin, Shih-Fu Chang, Heng Ji
AAAI 2023 († denotes supervised undergraduate)
ADEPT: A DEbiasing PrompT Framework [PDF] [Code]
Ke Yang†, Charles Yu, Yi Fung, Manling Li, Heng Ji
AAAI 2023 († denotes supervised undergraduate)