Manling Li

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

DBLP profile ↗ORCID search ↗

Venues

ACL ×6 NeurIPS ×5 ICML ×4 EMNLP ×3 AAAI ×2 CVPR ×2 ICLR ×1

Frequent coauthors

Heng Ji

×7

Jiajun Wu

×7

Li Fei-Fei

×5

Kangrui Wang

×4

Juan Carlos Niebles

×4

Chi Han

×4

Yi Fung

×3

Pingyue Zhang

×3

Qineng Wang

×3

Keshigeyan Chandrasegaran

×3

Weiyu Liu

×3

Cristóbal Eyzaguirre

×3

Papers

EMCompress: Video-LLMs with Endomorphic Multimodal Compression
ACL 2026 ·
Zheyu Fan
,
Jiateng Liu
,
Yuji Zhang
,
Zihan Wang
,
Yi R. Fung
, Manling Li,
Heng Ji
Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents
ACL 2026 ·
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
Unifying Inference-Time Planning Language Generation
ACL 2026 ·
Prabhu Prakash Kagitha
,
Bo Sun
,
Ishan Desai
,
Andrew Zhu
,
Cassie Huang
, Manling Li,
Ziyang Li
,
Li Zhang
WorldAgen: Unified State-Action Prediction with Test-Time World Model Training
AAAI 2026 ·
Chi Wan
,
Kangrui Wang
,
Yuan Si
,
Pingyue Zhang
, Manling Li
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
ICML 2025 ·
Shiqi Chen
,
Jinghan Zhang
,
Tongyao Zhu
,
Wei Liu
,
Siyang Gao
,
Miao Xiong
, Manling Li,
Junxian He
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
ICLR 2025 ·
Zhenyu Pan
,
Haozheng Luo
, Manling Li,
Han Liu
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
ICML 2025 ·
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
Exploring Diffusion Transformer Designs via Grafting
NeurIPS 2025 ·
Keshigeyan Chandrasegaran
,
Michael Poli
,
Daniel Y. Fu
,
Dongjun Kim
,
Lea M. Hadzic
, Manling Li,
Agrim Gupta
,
Stefano Massaroli
,
Azalia Mirhoseini
,
Juan Carlos Niebles
,
Stefano Ermon
,
Fei-Fei Li
From Large Language Models to Large Action Models: Reasoning and Planning with Physical World Knowledge
AAAI 2025 · Manling Li
LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World
ACL 2025 ·
Sina J. Semnani
,
Pingyue Zhang
,
Wanyue Zhai
,
Haozhuo Li
,
Ryan Beauchamp
,
Trey Billing
,
Katayoun Kishi
, Manling Li,
Monica S. Lam
LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models
CVPR 2025 ·
Fan-Yun Sun
,
Weiyu Liu
,
Siyi Gu
,
Dylan Lim
,
Goutam Bhat
,
Federico Tombari
, Manling Li,
Nick Haber
,
Jiajun Wu
Re-thinking Temporal Search for Long-Form Video Understanding
CVPR 2025 ·
Jinhui Ye
,
Zihan Wang
,
Haosen Sun
,
Keshigeyan Chandrasegaran
,
Zane Durante
,
Cristóbal Eyzaguirre
,
Yonatan Bisk
,
Juan Carlos Niebles
,
Ehsan Adeli
,
Li Fei-Fei
,
Jiajun Wu
, Manling Li
SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering
ICML 2025 ·
Xuehang Guo
,
Xingyao Wang
,
Yangyi Chen
,
Sha Li
,
Chi Han
, Manling Li,
Heng Ji
The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination
ACL 2025 ·
Yuji Zhang
,
Sha Li
,
Cheng Qian
,
Jiateng Liu
,
Pengfei Yu
,
Chi Han
,
Yi R. Fung
,
Kathleen McKeown
,
ChengXiang Zhai
, Manling Li,
Heng Ji
VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
NeurIPS 2025 ·
Kangrui Wang
,
Pingyue Zhang
,
Zihan Wang
,
Yaning Gao
,
Linjie Li
,
Qineng Wang
,
Hanyang Chen
,
Yiping Lu
,
Zhengyuan Yang
,
Lijuan Wang
,
Ranjay Krishna
,
Jiajun Wu
,
Fei-Fei Li
,
Yejin Choi
, Manling Li
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
ICML 2025 ·
Shiqi Chen
,
Tongyao Zhu
,
Ruochen Zhou
,
Jinghan Zhang
,
Siyang Gao
,
Juan Carlos Niebles
,
Mor Geva
,
Junxian He
,
Jiajun Wu
, Manling Li
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
NeurIPS 2024 · Manling Li,
Shiyu Zhao
,
Qineng Wang
,
Kangrui Wang
,
Yu Zhou
,
Sanjana Srivastava
,
Cem Gokmen
,
Tony Lee
,
Li Erran Li
,
Ruohan Zhang
,
Weiyu Liu
,
Percy Liang
,
Li Fei-Fei
,
Jiayuan Mao
,
Jiajun Wu
HourVideo: 1-Hour Video-Language Understanding
NeurIPS 2024 ·
Keshigeyan Chandrasegaran
,
Agrim Gupta
,
Lea M. Hadzic
,
Taran Kota
,
Jimming He
,
Cristóbal Eyzaguirre
,
Zane Durante
, Manling Li,
Jiajun Wu
,
Li Fei-Fei
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos
NeurIPS 2024 ·
Yunong Liu
,
Cristóbal Eyzaguirre
, Manling Li,
Shubh Khanna
,
Juan Carlos Niebles
,
Vineeth Ravi
,
Saumitra Mishra
,
Weiyu Liu
,
Jiajun Wu
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024 - System Demonstrations, Miami, Florida, USA, November 12-16, 2024
EMNLP 2024 ·
Delia Irazú Hernández Farías
,
Tom Hope
, Manling Li
Training-free Deep Concept Injection Enables Language Models for Video Question Answering
EMNLP 2024 ·
Xudong Lin
, Manling Li,
Richard S. Zemel
,
Heng Ji
,
Shih-Fu Chang
Why Does New Knowledge Create Messy Ripple Effects in LLMs?
EMNLP 2024 ·
Jiaxin Qin
,
Zixuan Zhang
,
Chi Han
,
Pengfei Yu
, Manling Li,
Heng Ji
Word Embeddings Are Steers for Language Models
ACL 2024 ·
Chi Han
,
Jialiang Xu
, Manling Li,
Yi Fung
,
Chenkai Sun
,
Nan Jiang
,
Tarek F. Abdelzaher
,
Heng Ji