Zhenhailong Wang

42 papers A* 5Journal 26Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence.
Trans. Mach. Learn. Res.
Huan-ang Gao, Jiayi Geng, Wenyue Hua, Mengkang Hu, Xinzhe Juan, Hongzhang Liu, Shilong Liu, Jiahao Qiu, Xuan Qi, Qihan Ren, Yiran Wu, Hongru Wang, Han Xiao, Yuhang Zhou, Shaokun Zhang, Jiayi Zhang, Jinyu Xiang, Yixiong Fang, Qiwen Zhao, Dongrui Liu, Cheng Qian, Zhenhailong Wang, Minda Hu, Huazheng Wang, Qingyun Wu, Heng Ji, Mengdi Wang
2026 — conf
Compositional Reasoning via Joint Image and Language Decomposition.
EACL (Findings)
Dwip Dalal, Madhav Kanda, Zhenhailong Wang, Heng Ji, Unnat Jain
2026 J jnl
OSExpert: Computer-Use Agents Learning Professional Skills via Exploration.
CoRR
Jiateng Liu, Zhenhailong Wang, Rushi Wang, Bingxuan Li, Jeonghwan Kim, Aditi Tiwari, Pengfei Yu, Denghui Zhang, Heng Ji
2026 J jnl
Predicting Camera Pose from Perspective Descriptions for Spatial Reasoning.
CoRR
Xuejun Zhang, Aditi Tiwari, Zhenhailong Wang, Heng Ji
2025 J jnl
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence.
CoRR
Huan-ang Gao, Jiayi Geng, Wenyue Hua, Mengkang Hu, Xinzhe Juan, Hongzhang Liu, Shilong Liu, Jiahao Qiu, Xuan Qi, Yiran Wu, Hongru Wang, Han Xiao, Yuhang Zhou, Shaokun Zhang, Jiayi Zhang, Jinyu Xiang, Yixiong Fang, Qiwen Zhao, Dongrui Liu, Qihan Ren, Cheng Qian, Zhenhailong Wang, Minda Hu, Huazheng Wang, Qingyun Wu, Heng Ji, Mengdi Wang
2025 J jnl
Analyzing and Internalizing Complex Policy Documents for LLM Agents.
CoRR
Jiateng Liu, Zhenhailong Wang, Xiaojiang Huang, Yingjie Li, Xing Fan, Xiang Li, Chenlei Guo, Ruhi Sarikaya, Heng Ji
2025 J jnl
DyMU: Dynamic Merging and Virtual Unmerging for Efficient VLMs.
CoRR
Zhenhailong Wang, Senthil Purushwalkam, Caiming Xiong, Silvio Savarese, Heng Ji, Ran Xu
2025 J jnl
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning.
CoRR
Hanyang Chen, Mark Zhao, Rui Yang, Qinwei Ma, Ke Yang, Jiarui Yao, Kangrui Wang, Hao Bai, Zhenhailong Wang, Rui Pan, Mengchao Zhang, Jose A. Barreiros, Aykut Özgün Önol, ChengXiang Zhai, Heng Ji, Manling Li, Huan Zhang, Tong Zhang
2025 — conf
Infogent: An Agent-Based Framework for Web Information Aggregation.
NAACL (Findings)
Revanth Gangi Reddy, Sagnik Mukherjee, Jeonghwan Kim, Zhenhailong Wang, Dilek Hakkani-Tür, Heng Ji
2025 J jnl
Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks.
CoRR
Zhenhailong Wang, Haiyang Xu, Junyang Wang, Xi Zhang, Ming Yan, Ji Zhang, Fei Huang, Heng Ji
2025 — conf
MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents.
ACL (1)
Kunlun Zhu, Hongyi Du, Zhaochen Hong, Xiaocheng Yang, Shuyi Guo, Zhe Wang, Zhenhailong Wang, Cheng Qian, Robert Tang, Heng Ji, Jiaxuan You
2025 J jnl
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents.
CoRR
Kunlun Zhu, Hongyi Du, Zhaochen Hong, Xiaocheng Yang, Shuyi Guo, Zhe Wang, Zhenhailong Wang, Cheng Qian, Xiangru Tang, Heng Ji, Jiaxuan You
2025 J jnl
Multimodal Policy Internalization for Conversational Agents.
CoRR
Zhenhailong Wang, Jiateng Liu, Amin Fazel, Ritesh Sarkhel, Xing Fan, Xiang Li, Chenlei Guo, Heng Ji, Ruhi Sarikaya
2025 J jnl
Perception-Aware Policy Optimization for Multimodal Reasoning.
CoRR
Zhenhailong Wang, Xuehang Guo, Sofia Stoica, Haiyang Xu, Hongru Wang, Hyeonjeong Ha, Xiusi Chen, Yangyi Chen, Ming Yan, Fei Huang, Heng Ji
2025 — conf
SYNTHIA: Novel Concept Design with Affordance Composition.
ACL (1)
Hyeonjeong Ha, Xiaomeng Jin, Jeonghwan Kim, Jiateng Liu, Zhenhailong Wang, Khanh Duy Nguyen, Ansel Blume, Nanyun Peng, Kai-Wei Chang, Heng Ji
2025 J jnl
Synthia: Novel Concept Design with Affordance Composition.
CoRR
Xiaomeng Jin, Hyeonjeong Ha, Jeonghwan Kim, Jiateng Liu, Zhenhailong Wang, Khanh Duy Nguyen, Ansel Blume, Nanyun Peng, Kai-Wei Chang, Heng Ji
2025 J jnl
Visually Descriptive Language Model for Vector Graphics Reasoning.
Trans. Mach. Learn. Res.
Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji
2024 — conf
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning.
ACL (Findings)
Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji
2024 J jnl
Infogent: An Agent-Based Framework for Web Information Aggregation.
CoRR
Revanth Gangi Reddy, Sagnik Mukherjee, Jeonghwan Kim, Zhenhailong Wang, Dilek Hakkani-Tur, Heng Ji
2024 A* conf
MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System.
ACM Multimedia
Ansel Blume, Khanh Duy Nguyen, Zhenhailong Wang, Yangyi Chen, Michal Shlapentokh-Rothman, Xiaomeng Jin, Jeonghwan Kim, Zhen Zhu, Jiateng Liu, Kuan-Hao Huang, Mankeerat Sidhu, Xuanming Zhang, Vivian Liu, Raunak Sinha, Te-Lin Wu, Abhay Zala, Elias Stengel-Eskin, Da Yin, Yao Xiao, Utkarsh Mall, Zhou Yu, Kai-Wei Chang, Camille Cobb, Karrie Karahalios, Lydia B. Chilton, Mohit Bansal, Nanyun Peng, Carl Vondrick, Derek Hoiem, Heng Ji
2024 J jnl
Text-Based Reasoning About Vector Graphics.
CoRR
Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji
2024 — conf
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration.
NAACL-HLT
Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji
2023 — conf
A Language-First Approach for Procedure Planning.
ACL (Findings)
Jiateng Liu, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji
2023 — conf
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models.
EMNLP (Findings)
Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Zhenhailong Wang, Heng Ji
2023 J jnl
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models.
CoRR
Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Zhenhailong Wang, Heng Ji
2023 J jnl
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning.
CoRR
Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi R. Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji
2023 A* conf
Paxion: Patching Action Knowledge in Video-Language Foundation Models.
NeurIPS
Zhenhailong Wang, Ansel Blume, Sha Li, Genglin Liu, Jaemin Cho, Zineng Tang, Mohit Bansal, Heng Ji
2023 J jnl
Paxion: Patching Action Knowledge in Video-Language Foundation Models.
CoRR
Zhenhailong Wang, Ansel Blume, Sha Li, Genglin Liu, Jaemin Cho, Zineng Tang, Mohit Bansal, Heng Ji
2023 J jnl
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought.
CoRR
Tianci Xue, Ziqi Wang, Zhenhailong Wang, Chi Han, Pengfei Yu, Heng Ji
2023 J jnl
Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration.
CoRR
Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji
2023 — conf
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks.
ACL (Findings)
Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji
2022 A* conf
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners.
NeurIPS
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
2022 J jnl
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners.
CoRR
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
2022 J jnl
Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning.
CoRR
Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao, Heng Ji
2022 A* conf
NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge.
EMNLP
Revanth Gangi Reddy, Sai Chetan Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn Conger, Ahmed ElSayed, Martha Palmer, Preslav Nakov, Eduard H. Hovy, Kevin Small, Heng Ji
2022 A* conf
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification.
AAAI
Zhenhailong Wang, Heng Ji
2022 J jnl
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks.
CoRR
Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji
2021 J jnl
Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction.
CoRR
Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss
2021 J jnl
NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge.
CoRR
Revanth Gangi Reddy, Sai Chetan Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn S. Conger, Ahmed S. Elsayed, Martha Palmer, Heng Ji
2021 J jnl
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification.
CoRR
Zhenhailong Wang, Heng Ji
2021 — conf
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System.
NAACL-HLT (Demonstrations)
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, Dídac Surís, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji
2021 — conf
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction.
EMNLP (1)
Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss