Manling Li
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
47
Venues
10
Active years
2016–2026
Best venue rank
A*
Where they publish
Papers
47 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | WorldAgen: Unified State-Action Prediction with Test-Time World Model Training. | Chi Wan, Kangrui Wang, Yuan Si, Pingyue Zhang, Manling Li |
| 2026 | ACL | EMCompress: Video-LLMs with Endomorphic Multimodal Compression. | Zheyu Fan, Jiateng Liu, Yuji Zhang, Zihan Wang, Yi R. Fung, Manling Li, Heng Ji |
| 2026 | ACL | Unifying Inference-Time Planning Language Generation. | Prabhu Prakash Kagitha, Bo Sun, Ishan Desai, Andrew Zhu, Cassie Huang, Manling Li, Ziyang Li, Li Zhang |
| 2026 | ACL | Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents. | Ziyi Wang, Yuxuan Lu, Yimeng Zhang, Pei Chen, Ziwei Dong, Jing Huang, Jiri Gesi, Xianfeng Tang, Chen Luo, Qun Liu, Yisi Sang, Hanqing Lu, Manling Li, Jin Lai, Dakuo Wang |
| 2025 | AAAI | From Large Language Models to Large Action Models: Reasoning and Planning with Physical World Knowledge. | Manling Li |
| 2025 | ACL | The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination. | Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji |
| 2025 | ACL | LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World. | Sina J. Semnani, Pingyue Zhang, Wanyue Zhai, Haozhuo Li, Ryan Beauchamp, Trey Billing, Katayoun Kishi, Manling Li, Monica S. Lam |
| 2025 | CVPR | LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models. | Fan-Yun Sun, Weiyu Liu, Siyi Gu, Dylan Lim, Goutam Bhat, Federico Tombari, Manling Li, Nick Haber, Jiajun Wu |
| 2025 | CVPR | Re-thinking Temporal Search for Long-Form Video Understanding. | Jinhui Ye, Zihan Wang, Haosen Sun, Keshigeyan Chandrasegaran, Zane Durante, Cristbal Eyzaguirre, Yonatan Bisk, Juan Carlos Niebles, Ehsan Adeli, Li Fei-Fei, Jiajun Wu, Manling Li |
| 2025 | ICLR | Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models. | Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu |
| 2025 | ICML | Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging. | Shiqi Chen, Jinghan Zhang, Tongyao Zhu, Wei Liu, Siyang Gao, Miao Xiong, Manling Li, Junxian He |
| 2025 | ICML | Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas. | Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Jinghan Zhang, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li |
| 2025 | ICML | EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. | Rui Yang, Hanyang Chen, Junyu Zhang, Mark Zhao, Cheng Qian, Kangrui Wang, Qineng Wang, Teja Venkat Koripella, Marziyeh Movahedi, Manling Li, Heng Ji, Huan Zhang, Tong Zhang |
| 2025 | ICML | SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering. | Xuehang Guo, Xingyao Wang, Yangyi Chen, Sha Li, Chi Han, Manling Li, Heng Ji |
| 2024 | ACL | Word Embeddings Are Steers for Language Models. | Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji |
| 2024 | EMNLP | Training-free Deep Concept Injection Enables Language Models for Video Question Answering. | Xudong Lin, Manling Li, Richard S. Zemel, Heng Ji, Shih-Fu Chang |
| 2024 | EMNLP | Why Does New Knowledge Create Messy Ripple Effects in LLMs? | Jiaxin Qin, Zixuan Zhang, Chi Han, Pengfei Yu, Manling Li, Heng Ji |
| 2023 | AAAI | Video Event Extraction via Tracking Visual States of Arguments. | Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Heng Ji, Shih-Fu Chang |
| 2023 | AAAI | ADEPT: A DEbiasing PrompT Framework. | Ke Yang, Charles Yu, Yi Ren Fung, Manling Li, Heng Ji |
| 2023 | ACL | Multimedia Generative Script Learning for Task Planning. | Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji |
| 2023 | ACL | A Language-First Approach for Procedure Planning. | Jiateng Liu, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji |
| 2023 | ACL | Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification. | Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch, Jiawei Han |
| 2023 | ACL | Non-Sequential Graph Script Induction via Multimedia Grounding. | Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji |
| 2023 | CVPR | Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. | Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang |
| 2023 | EMNLP | ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. | Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji |
| 2023 | EMNLP | Defining a New NLP Playground. | Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi Ren Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji |
| 2023 | ICLR | Learning to Decompose Visual Features with Latent Textual Prompts. | Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji |
| 2023 | SIGIR | Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop. | Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta |
| 2022 | AAAI | MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. | Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji |
| 2022 | ACL | COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System. | Manling Li, Revanth Gangi Reddy, Ziqi Wang, Yi-Shyuan Chiang, Tuan Manh Lai, Pengfei Yu, Zixuan Zhang, Heng Ji |
| 2022 | CVPR | CLIP-Event: Connecting Text and Images with Event Structures. | Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang |
| 2022 | NAACL | Event Schema Induction with Double Graph Autoencoders. | Xiaomeng Jin, Manling Li, Heng Ji |
| 2021 | EMNLP | Joint Multimedia Event Extraction from Video and Article. | Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang |
| 2021 | EMNLP | Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport. | Manling Li, Tengfei Ma, Mo Yu, Lingfei Wu, Tian Gao, Heng Ji, Kathleen R. McKeown |
| 2021 | EMNLP | The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction. | Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss |
| 2021 | NAACL | COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. | Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi R. Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych |
| 2021 | NAACL | RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. | Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren Fung, Piyush Mishra, Qing Lyu, Ddac Surs, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji |
| 2020 | ACL | GAIA: A Fine-grained Multimedia Knowledge Extraction System. | Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare R. Voss, Daniel Napierski, Marjorie Freedman |
| 2020 | ACL | Cross-media Structured Common Space for Multimedia Event Extraction. | Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang |
| 2020 | EMNLP | Connecting the Dots: Event Graph Schema Induction with Path Language Modeling. | Manling Li, Qi Zeng, Ying Lin, Kyunghyun Cho, Heng Ji, Jonathan May, Nathanael Chambers, Clare R. Voss |
| 2019 | ACL | Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization. | Manling Li, Lingyu Zhang, Heng Ji, Richard J. Radke |
| 2019 | MMSys | The unobtrusive group interaction (UGI) corpus. | Indrani Bhattacharya, Michael Foley, Christine Ku, Ni Zhang, Tongtao Zhang, Cameron Mine, Manling Li, Heng Ji, Christoph Riedl, Brooke Foucault Welles, Richard J. Radke |
| 2019 | NAACL | Multilingual Entity, Relation, Event and Human Value Extraction. | Manling Li, Ying Lin, Joseph Hoover, Spencer Whitehead, Clare R. Voss, Morteza Dehghani, Heng Ji |
| 2018 | AAAI | Path-Based Attention Neural Model for Fine-Grained Entity Typing. | Denghui Zhang, Manling Li, Pengshan Cai, Yantao Jia, Yuanzhuo Wang |
| 2018 | WWW | Hierarchical Type Constrained Topic Entity Detection for Knowledge Base Question Answering. | Yunqi Qiu, Manling Li, Yuanzhuo Wang, Yantao Jia, Xiaolong Jin |
| 2016 | AAAI | Predicting Links and Their Building Time: A Path-Based Approach. | Manling Li, Yantao Jia, Yuanzhuo Wang, Zeya Zhao, Xueqi Cheng |
| 2016 | WWW | Hierarchy-Based Link Prediction in Knowledge Graphs. | Manling Li, Yantao Jia, Yuanzhuo Wang, Jingyuan Li, Xueqi Cheng |