Liu, Anji

37 publications

ICLR 2025 Discrete Copula Diffusion Anji Liu, Oliver Broadrick, Mathias Niepert, Guy Van den Broeck

ICLR 2025 GROOT-2: Weakly Supervised Multimodal Instruction Following Agents Shaofei Cai, Bowei Zhang, Zihao Wang, Haowei Lin, Xiaojian Ma, Anji Liu, Yitao Liang

ICLR 2025 Learning to Discretize Denoising Diffusion ODEs Vinh Tong, Dung Trung Hoang, Anji Liu, Guy Van den Broeck, Mathias Niepert

NeurIPS 2025 Mitigating Reward Over-Optimization in Direct Alignment Algorithms with Importance Sampling Nguyen Minh Phuc, Ngoc-Hieu Nguyen, Duy Minh Ho Nguyen, Anji Liu, An Mai, Binh T. Nguyen, Daniel Sonntag, Khoa D Doan

ICCV 2025 Open-World Skill Discovery from Unsegmented Demonstration Videos Jingwen Deng, Zihao Wang, Shaofei Cai, Anji Liu, Yitao Liang

NeurIPS 2025 Plug-and-Play Context Feature Reuse for Efficient Masked Generation Xuejie Liu, Anji Liu, Guy Van den Broeck, Yitao Liang

CVPR 2025 ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting Shaofei Cai, Zihao Wang, Kewei Lian, Zhancun Mu, Xiaojian Ma, Anji Liu, Yitao Liang

NeurIPS 2025 Rao-Blackwell Gradient Estimators for Equivariant Denoising Diffusion Vinh Tong, Dung Trung Hoang, Anji Liu, Guy Van den Broeck, Mathias Niepert

ICLRW 2025 Symmetry-Preserving Diffusion Models via Target Symmetrization Vinh Tong, Yun Ye, Dung Trung Hoang, Anji Liu, Guy Van den Broeck, Mathias Niepert

ICML 2025 Tractable Transformers for Flexible Conditional Generation Anji Liu, Xuejie Liu, Dayuan Zhao, Mathias Niepert, Yitao Liang, Guy Van Den Broeck

NeurIPS 2024 A Tractable Inference Perspective of Offline RL Xuejie Liu, Anji Liu, Guy Van den Broeck, Yitao Liang

ICMLW 2024 A Tractable Inference Perspective of Offline RL Xuejie Liu, Anji Liu, Guy Van den Broeck, Yitao Liang

ICML 2024 Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning Yizhe Huang, Anji Liu, Fanqi Kong, Yaodong Yang, Song-Chun Zhu, Xue Feng

ICMLW 2024 GROOT-1.5: Learning to Follow Multi-Modal Instructions from Weak Supervision Shaofei Cai, Bowei Zhang, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

ICLR 2024 GROOT: Learning to Follow Instructions by Watching Gameplay Videos Shaofei Cai, Bowei Zhang, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

ICLR 2024 Image Inpainting via Tractable Steering of Diffusion Models Anji Liu, Mathias Niepert, Guy Van den Broeck

NeurIPS 2024 OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents Zihao Wang, Shaofei Cai, Zhancun Mu, Haowei Lin, Ceyao Zhang, Xuejie Liu, Qing Li, Anji Liu, Xiaojian Ma, Yitao Liang

ICMLW 2024 OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents Zihao Wang, Shaofei Cai, Zhancun Mu, Haowei Lin, Ceyao Zhang, Xuejie Liu, Qing Li, Anji Liu, Xiaojian Ma, Yitao Liang

AAAI 2024 ProAgent: Building Proactive Cooperative Agents with Large Language Models Ceyao Zhang, Kaijie Yang, Siyi Hu, Zihao Wang, Guanghe Li, Yihang Sun, Cheng Zhang, Zhaowei Zhang, Anji Liu, Song-Chun Zhu, Xiaojun Chang, Junge Zhang, Feng Yin, Yitao Liang, Yaodong Yang

NeurIPSW 2024 RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning and Verification in Long-Horizon Generation Zihao Wang, Anji Liu, Haowei Lin, Jiaqi Li, Xiaojian Ma, Yitao Liang

NeurIPSW 2024 ROCKET-1: Master Open-World Interaction with Visual-Temporal Context Prompting Shaofei Cai, Zihao Wang, Kewei Lian, Zhancun Mu, Xiaojian Ma, Anji Liu, Yitao Liang

ICML 2024 Scaling Tractable Probabilistic Circuits: A Systems Perspective Anji Liu, Kareem Ahmed, Guy Van Den Broeck

CVPR 2024 Smart Help: Strategic Opponent Modeling for Proactive and Adaptive Robot Assistance in Households Zhihao Cao, Zidong Wang, Siwen Xie, Anji Liu, Lifeng Fan

NeurIPS 2023 Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents Zihao Wang, Shaofei Cai, Guanzhou Chen, Anji Liu, Xiaojian Ma, Yitao Liang

NeurIPSW 2023 GROOT: Learning to Follow Instructions by Watching Gameplay Videos Shaofei Cai, Bowei Zhang, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

NeurIPSW 2023 GROOT: Learning to Follow Instructions by Watching Gameplay Videos Shaofei Cai, Bowei Zhang, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

NeurIPSW 2023 JARVIS-1: Open-World Multi-Task Agents with Memory-Augmented Multimodal Language Models Zihao Wang, Shaofei Cai, Anji Liu, Xiaojian Ma, Yitao Liang

CVPR 2023 Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction Shaofei Cai, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

AAAI 2023 Out-of-Distribution Generalization by Neural-Symbolic Joint Training Anji Liu, Hongming Xu, Guy Van den Broeck, Yitao Liang

ICLR 2023 Scaling up Probabilistic Circuits by Latent Variable Distillation Anji Liu, Honghua Zhang, Guy Van den Broeck

ICML 2023 Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits Xuejie Liu, Anji Liu, Guy Van Den Broeck, Yitao Liang

NeurIPS 2022 Efficient Meta Reinforcement Learning for Preference-Based Fast Adaptation Zhizhou Ren, Anji Liu, Yitao Liang, Jian Peng, Jianzhu Ma

ICLR 2022 Lossless Compression with Probabilistic Circuits Anji Liu, Stephan Mandt, Guy Van den Broeck

NeurIPS 2022 Sparse Probabilistic Circuits via Pruning and Growing Meihua Dang, Anji Liu, Guy Van den Broeck

NeurIPS 2021 A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference Antonio Vergari, YooJung Choi, Anji Liu, Stefano Teso, Guy Van den Broeck

NeurIPS 2021 Tractable Regularization of Probabilistic Circuits Anji Liu, Guy Van den Broeck

ICLR 2020 Watch the Unobserved: A Simple Approach to Parallelizing Monte Carlo Tree Search Anji Liu, Jianshu Chen, Mingze Yu, Yu Zhai, Xuewen Zhou, Ji Liu