ML
Manling Li
cs.CLcs.AIcs.CVcs.LGcs.MMcs.ROChoice BehaviorChoice reminderCognitive dissonancecs.MA
On Valency
published · living versionsW_gfc2k2gw·v1 · currentpublished
BEHAVIOR-Spatial Benchmark: Evaluating Spatial Understanding for Robotics
with Sirui Chen, Huang Huang, Qineng Wang, Wenlong Huang +3
1 version
Preprints & journals
52 papers in the corpus · 2002–2026Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs2602.21198v3 · Yining Hong, Huang Huang, Manling Li et al.2026 · 0 citationsarXiv
Your Language Model Secretly Contains Personality Subnetworks2602.07164v1 · Ruimeng Ye, Zihan Wang, Zinan Ling et al.2026 · 0 citationsarXiv
Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills2512.16301v3 · Pengcheng Jiang, Jiacheng Lin, Zhiyi Shi et al.2025 · 1 citationarXiv
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction2511.20937v1 · Qineng Wang, Wenlong Huang, Yu Zhou et al.2025 · 0 citationsarXiv
CaptionQA: Is Your Caption as Useful as the Image Itself?2511.21025v2 · Shijia Yang, Yunong Liu, Bohan Zhai et al.2025 · 0 citationsarXiv
Why Do LLM Agents Fail in Exploring New Environments? A World-Modeling Perspective2510.15047v2 · Shiqi Chen, Tongyao Zhu, Zian Wang et al.2025 · 0 citationsarXiv
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning2510.12693v1 · Hanyang Chen, Mark Zhao, Rui Yang et al.2025 · 0 citationsarXiv
SENTINEL: A Multi-Level Formal Framework for Safety Evaluation of Foundation Model-based Embodied Agents2510.12985v3 · Simon Sinong Zhan, Philip Wang, Yao Liu et al.2025 · 1 citationarXiv
EMCompress: Video-LLMs with Endomorphic Multimodal Compression2508.21094v3 · Zheyu Fan, Jiateng Liu, Yuji Zhang et al.2025 · 0 citationsarXiv
Exploring Diffusion Transformer Designs via Grafting2506.05340v2 · Keshigeyan Chandrasegaran, Michael Poli, Daniel Y. Fu et al.2025 · 0 citationsarXiv
LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World2506.00980v1 · Sina J. Semnani, Pingyue Zhang, Wanyue Zhai et al.2025 · 0 citationsarXiv
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging2505.05464v2 · Shiqi Chen, Jinghan Zhang, Tongyao Zhu et al.2025 · 0 citationsarXiv
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas2503.01773v3 · Shiqi Chen, Tongyao Zhu, Ruochen Zhou et al.2025 · 1 citationarXiv
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination2502.16143v1 · Yuji Zhang, Sha Li, Cheng Qian et al.2025 · 8 citationsarXiv
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents2502.09560v3 · Rui Yang, Hanyang Chen, Junyu Zhang et al.2025 · 1 citationarXiv
Re-thinking Temporal Search for Long-Form Video Understanding.42559450 · Ye, Jinhui, Wang, Zihan, Sun, Haosen et al.2026 · 18 citationsProceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2025;2025:8579-8591
LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models2412.02193v3 · Fan-Yun Sun, Weiyu Liu, Siyi Gu et al.2024 · 32 citationsarXiv
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos2411.11409v1 · Yunong Liu, Cristobal Eyzaguirre, Manling Li et al.2024 · 3 citationsarXiv
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders2410.06845v2 · Cheng Li, May Fung, Qingyun Wang et al.2024 · 1 citationarXiv
Refining Psychosis Research: Insights on Cannabis Use and Data Accuracy.38990608 · Zhou, Lianwei, Li, Manling, Li, Wenbo2024 · 0 citationsSchizophrenia bulletin. 2024;50(5):963-964
Optimisation recommendations from a study on parental choice of accompaniment during children's surgery: Focus on family structure and mental health factors.39072962 · Zhou, Lianwei, Li, Manling, Li, Wenbo2024 · 0 citationsPaediatric anaesthesia. 2024;34(11):1178-1179
Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models2407.08039v1 · Yuji Zhang, Sha Li, Jiateng Liu et al.2024 · 8 citationsarXiv
Why Does New Knowledge Create Messy Ripple Effects in LLMs?2407.12828v3 · Jiaxin Qin, Zixuan Zhang, Manling Li et al.2024 · 4 citationsarXiv
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action2405.17822v1 · Zhenyu Pan, Haozheng Luo, Manling Li et al.2024 · 3 citationsarXiv
Visually Descriptive Language Model for Vector Graphics Reasoning2404.06479v5 · Zhenhailong Wang, Joy Hsu, Xingyao Wang et al.2024 · 0 citationsTMLR 2025
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models2403.17359v2 · Zhenyu Pan, Haozheng Luo, Manling Li et al.2024 · 3 citationsarXiv
Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate2402.07401v1 · Kyungha Kim, Sangyun Lee, Kung-Hsiang Huang et al.2024 · 8 citationsarXiv
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting.39130613 · Cui, Hejie, Fang, Xinyu, Zhang, Zihan et al.2024 · 1 citationAdvances in neural information processing systems. 2023;36:23499-23519
InfoPattern: Unveiling Information Propagation Patterns in Social Media2311.15642v1 · Chi Han, Jialiang Xu, Manling Li et al.2023 · 0 citationsarXiv
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation2311.13258v1 · Yangyi Chen, Xingyao Wang, Manling Li et al.2023 · 4 citationsarXiv
Defining a New NLP Playground2310.20633v1 · Sha Li, Chi Han, Pengfei Yu et al.2023 · 8 citationsarXiv
HallE-Control: Controlling Object Hallucination in Large Multimodal Models2310.01779v3 · Bohan Zhai, Shijia Yang, Chenfeng Xu et al.2023 · 2 citationsarXiv
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification2307.01972v1 · Sha Li, Ruining Zhao, Manling Li et al.2023 · 19 citationsarXiv
Non-Sequential Graph Script Induction via Multimedia Grounding2305.17542v1 · Yu Zhou, Sha Li, Manling Li et al.2023 · 5 citationsarXiv
Word Embeddings Are Steers for Language Models2305.12798v2 · Chi Han, Jialiang Xu, Manling Li et al.2023 · 14 citationsarXiv
SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts2303.14337v3 · Revanth Gangi Reddy, Daniel Lee, Yi R. Fung et al.2023 · 4 citationsarXiv
Choice Reminder Modulates Choice-Induced Preference Change in Older Adults.36130192 · Huang, Yi, Li, Manling, Yu, Rongjun2023 · 1 citationThe journals of gerontology. Series B, Psychological sciences and social sciences. 2023;78(1):73-81
ADEPT: A DEbiasing PrompT Framework2211.05414v3 · Ke Yang, Charles Yu, Yi Fung et al.2022 · 29 citationsarXiv
Video Event Extraction via Tracking Visual States of Arguments2211.01781v2 · Guang Yang, Manling Li, Jiajie Zhang et al.2022 · 13 citationsarXiv
Learning to Decompose Visual Features with Latent Textual Prompts2210.04287v1 · Feng Wang, Manling Li, Xudong Lin et al.2022 · 8 citationsarXiv
Multimedia Generative Script Learning for Task Planning2208.12306v3 · Qingyun Wang, Manling Li, Hou Pong Chan et al.2022 · 5 citationsarXiv
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval2206.02082v4 · Xudong Lin, Simran Tiwari, Shiyuan Huang et al.2022 · 14 citationsarXiv
Rethinking Task Sampling for Few-shot Vision-Language Transfer Learning2203.04904v3 · Zhenhailong Wang, Hang Yu, Manling Li et al.2022 · 0 citationsarXiv
CLIP-Event: Connecting Text and Images with Event Structures2201.05078v2 · Manling Li, Ruochen Xu, Shuohang Wang et al.2022 · 117 citationsCVPR 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding2112.10728v2 · Revanth Gangi Reddy, Xilin Rui, Manling Li et al.2021 · 23 citationsarXiv
Joint Multimedia Event Extraction from Video and Article2109.12776v1 · Brian Chen, Xudong Lin, Christopher Thomas et al.2021 · 28 citationsarXiv
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction2104.06344v3 · Manling Li, Sha Li, Zhenhailong Wang et al.2021 · 49 citationsarXiv
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation2007.00576v6 · Qingyun Wang, Manling Li, Xuan Wang et al.2020 · 121 citationsarXiv
Cross-media Structured Common Space for Multimedia Event Extraction2005.02472v1 · Manling Li, Alireza Zareian, Qi Zeng et al.2020 · 98 citationsarXiv
Path-Based Attention Neural Model for Fine-Grained Entity Typing1710.10585v2 · Denghui Zhang, Pengshan Cai, Yantao Jia et al.2017 · 2 citationsarXiv
Career total: 105 works. 52 are in this corpus.Showing the 50 most recent.
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