Zheng, Zilong

30 publications

NeurIPS 2025 Absolute Zero: Reinforced Self-Play Reasoning with Zero Data Andrew Zhao, Yiran Wu, Yang Yue, Tong Wu, Quentin Xu, Yang Yue, Matthieu Lin, Shenzhi Wang, Qingyun Wu, Zilong Zheng, Gao Huang

ICLR 2025 Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs Zhaowei Zhang, Fengshuo Bai, Qizhi Chen, Chengdong Ma, Mingzhi Wang, Haoran Sun, Zilong Zheng, Yaodong Yang

AAAI 2025 DiveR-CT: Diversity-Enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints Andrew Zhao, Quentin Xu, Matthieu Lin, Shenzhi Wang, Yong-Jin Liu, Zilong Zheng, Gao Huang

NeurIPS 2025 Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia Chandler Smith, Marwa Abdulhai, Manfred Diaz, Marko Tesic, Rakshit Trivedi, Sasha Vezhnevets, Lewis Hammond, Jesse Clifton, Minsuk Chang, Edgar A. Duéñez-Guzmán, John P Agapiou, Jayd Matyas, Danny Karmon, Beining Zhang, Jim Dilkes, Akash Kundu, Jord Nguyen, Emanuel Tewolde, Jebish Purbey, Ram Mohan Rao Kadiyala, Siddhant Gupta, Aliaksei Korshuk, Buyantuev Alexander, Ilya Makarov, Gang Zhao, Rolando Fernandez, Zhihan Wang, Caroline Wang, Jiaxun Cui, Lingyun Xiao, Di Yang Shi, Yoonchang Sung, Arrasy Rahman, Peter Stone, Yipeng Kang, Hyeonggeun Yun, Ananya Ananya, Taehun Cha, Zhiqiang Wu, Elizaveta Tennant, Olivia Macmillan-Scott, Marta Emili García Segura, Diana Riazi, Fuyang Cui, Sriram Ganapathi Subramanian, Toryn Q. Klassen, Nico Schiavone, Mogtaba Alim, Sheila A. McIlraith, Manuel Sebastian Rios Beltran, Oswaldo Peña, Carlos Saith Rodriguez Rojas, Manuela Chacon-Chamorro, Ruben Manrique, Luis Felipe Giraldo, Nicanor Quijano, Yiding Wang, Yuxuan Chen, Fangwei Zhong, Mengmeng Wang, Wenming Tu, Zhaowei Zhang, Ziang Chen, Zixia Jia, Xue Feng, Zilong Zheng, Chichen Lin, Weijian Fan, Chenao Liu, Sneheel Sarangi, Ziyan Wang, Shuqing Shi, Yali Du, Avinaash Anand Kulandaivel, Yang Liu, Wu Ruiyang, Chetan Talele, 陆孙嘉, Gema Parreño Piqueras, Shamika Dhuri, Bain McHale, Tim Baarslag, Dylan Hadfield-Menell, Natasha Jaques, Jose Hernandez-Orallo, Joel Z Leibo

ICML 2025 How to Synthesize Text Data Without Model Collapse? Xuekai Zhu, Daixuan Cheng, Hengli Li, Kaiyan Zhang, Ermo Hua, Xingtai Lv, Ning Ding, Zhouhan Lin, Zilong Zheng, Bowen Zhou

ICLR 2025 In-Context Editing: Learning Knowledge from Self-Induced Distributions Siyuan Qi, Bangcheng Yang, Kailin Jiang, Xiaobo Wang, Jiaqi Li, Yifan Zhong, Yaodong Yang, Zilong Zheng

ICML 2025 MCU: An Evaluation Framework for Open-Ended Game Agents Xinyue Zheng, Haowei Lin, Kaichen He, Zihao Wang, Qiang Fu, Haobo Fu, Zilong Zheng, Yitao Liang

ICLR 2025 MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge Yuntao Du., Kailin Jiang, Zhi Gao, Chenrui Shi, Zilong Zheng, Siyuan Qi, Qing Li

ICLRW 2025 MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge Yuntao Du, Kailin Jiang, Zhi Gao, Chenrui Shi, Zilong Zheng, Siyuan Qi, Qing Li

CVPR 2025 OmniMMI: A Comprehensive Multi-Modal Interaction Benchmark in Streaming Video Contexts Yuxuan Wang, Yueqian Wang, Bo Chen, Tong Wu, Dongyan Zhao, Zilong Zheng

TMLR 2025 The AI Hippocampus: How Far Are We from Human Memory? Zixia Jia, Jiaqi Li, Yipeng Kang, Yuxuan Wang, Tong Wu, Quansen Wang, Xiaobo Wang, Shuyi Zhang, Junzhe Shen, Qing Li, Siyuan Qi, Yitao Liang, Di He, Zilong Zheng, Song-Chun Zhu

ICML 2025 TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation Tong Wu, Junzhe Shen, Zixia Jia, Yuxuan Wang, Zilong Zheng

ICCV 2025 VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges Yuxuan Wang, Yiqi Song, Cihang Xie, Yang Liu, Zilong Zheng

NeurIPS 2024 An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding Tong Wu, Yanpeng Zhao, Zilong Zheng

ICMLW 2024 DiveR-CT: Diversity-Enhanced Red Teaming with Relaxing Constraints Andrew Zhao, Quentin Xu, Matthieu Lin, Shenzhi Wang, Yong-jin Liu, Zilong Zheng, Gao Huang

NeurIPS 2024 Mars: Situated Inductive Reasoning in an Open-World Environment Xiaojuan Tang, Jiaqi Li, Yitao Liang, Song-chun Zhu, Muhan Zhang, Zilong Zheng

NeurIPS 2023 Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning Hengli Li, Song-Chun Zhu, Zilong Zheng

ICMLW 2023 MindDial: Belief Dynamics Tracking with Theory-of-Mind Modeling for Neural Dialogue Generation Shuwen Qiu, Song-Chun Zhu, Zilong Zheng

NeurIPS 2023 ProBio: A Protocol-Guided Multimodal Dataset for Molecular Biology Lab Jieming Cui, Ziren Gong, Baoxiong Jia, Siyuan Huang, Zilong Zheng, Jianzhu Ma, Yixin Zhu

ICLR 2023 SQA3D: Situated Question Answering in 3D Scenes Xiaojian Ma, Silong Yong, Zilong Zheng, Qing Li, Yitao Liang, Song-Chun Zhu, Siyuan Huang

AAAI 2022 Energy-Based Generative Cooperative Saliency Prediction Jing Zhang, Jianwen Xie, Zilong Zheng, Nick Barnes

ICLR 2022 Unsupervised Vision-Language Grammar Induction with Shared Structure Modeling Bo Wan, Wenjuan Han, Zilong Zheng, Tinne Tuytelaars

CVPR 2022 Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs with Language Structures via Dependency Relationships Chao Lou, Wenjuan Han, Yuhuan Lin, Zilong Zheng

CVPR 2021 Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification Jianwen Xie, Yifei Xu, Zilong Zheng, Song-Chun Zhu, Ying Nian Wu

AAAI 2021 Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation Jianwen Xie, Zilong Zheng, Xiaolin Fang, Song-Chun Zhu, Ying Nian Wu

AAAI 2021 Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler Jianwen Xie, Zilong Zheng, Ping Li

CVPR 2021 Learning Triadic Belief Dynamics in Nonverbal Communication from Videos Lifeng Fan, Shuwen Qiu, Zilong Zheng, Tao Gao, Song-Chun Zhu, Yixin Zhu

CVPR 2021 Patchwise Generative ConvNet: Training Energy-Based Models from a Single Natural Image for Internal Learning Zilong Zheng, Jianwen Xie, Ping Li

AAAI 2020 Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns Jianwen Xie, Ruiqi Gao, Zilong Zheng, Song-Chun Zhu, Ying Nian Wu

AAAI 2019 Learning Dynamic Generator Model by Alternating Back-Propagation Through Time Jianwen Xie, Ruiqi Gao, Zilong Zheng, Song-Chun Zhu, Ying Nian Wu