| 2026 | AAAI | LiRA: A Multi-Agent Framework for Reliable and Readable Literature Review Generation. | Gregory Hok Tjoan Go, Khang Ly, Anders Sgaard, Seyed Amin Tabatabaei, Maarten de Rijke, Xinyi Chen |
| 2026 | AAAI | Towards Efficient and Robust Manipulation via Multi-Frame Vision-Language-Action Modeling. | Hao Li, Shuai Yang, Yilun Chen, Xinyi Chen, Xiaoda Yang, Yang Tian, Hanqing Wang, Tai Wang, Dahua Lin, Feng Zhao, Jiangmiao Pang |
| 2026 | AAAI | Sonic4D: Spatial Audio Generation for Immersive 4D Scene Exploration. | Siyi Xie, Hanxin Zhu, Xinyi Chen, Tianyu He, Xin Li, Zhibo Chen |
| 2026 | CHI | DuoDrama: Supporting Screenplay Refinement Through LLM-Assisted Human Reflection. | Yuying Tang, Xinyi Chen, Haotian Li, Xing Xie, Xiaojuan Ma, Huamin Qu |
| 2026 | PAKDD | A Temporal Graph Neural Network Approach for Network Attack Detection. | Hongli Ding, Bo Liu, Xingkong Ma, Xinyi Chen, Jiayang Liu |
| 2025 | ACL | LLMMapReduce: Simplified Long-Sequence Processing using Large Language Models. | Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun |
| 2025 | CVPR | GENMANIP: LLM-driven Simulation for Generalizable Instruction-Following Manipulation. | Ning Gao, Yilun Chen, Shuai Yang, Xinyi Chen, Yang Tian, Hao Li, Haifeng Huang, Hanqing Wang, Tai Wang, Jiangmiao Pang |
| 2025 | CVPR | RoboGround: Robotic Manipulation with Grounded Vision-Language Priors. | Haifeng Huang, Xinyi Chen, Yilun Chen, Hao Li, Xiaoshen Han, Zehan Wang, Tai Wang, Jiangmiao Pang, Zhou Zhao |
| 2025 | CW | Self-Supervised Learning Scheme for Human Activity Recognition with Virtual Skeletal Data Based on 3D Motion Generation. | Xinyi Chen, Chengshuo Xia |
| 2025 | EMNLP | What if Othello-Playing Language Models Could See? | Xinyi Chen, Yifei Yuan, Jiaang Li, Serge J. Belongie, Maarten de Rijke, Anders Sgaard |
| 2025 | ICIP | A dual branch graphic text detection network based on progressive Domain adaptation. | Gang Zhou, Yuwei Feng, Tianci Zhang, Xinyi Chen, Li Zhang, Zhenhong Jia |
| 2025 | ICLR | Toward Understanding In-context vs. In-weight Learning. | Bryan Chan, Xinyi Chen, Andrs Gyrgy, Dale Schuurmans |
| 2025 | ICML | Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance. | Lisha Chen, Quan Xiao, Ellen Hidemi Fukuda, Xinyi Chen, Kun Yuan, Tianyi Chen |
| 2025 | ICML | Achieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks. | Liyuan Liang, Xinyi Chen, Gan Luo, Kun Yuan |
| 2025 | ICML | Provable Length Generalization in Sequence Prediction via Spectral Filtering. | Annie Marsden, Evan Dogariu, Naman Agarwal, Xinyi Chen, Daniel Suo, Elad Hazan |
| 2025 | ICNP | INTA: Intent-Based Translation for Network Configuration with LLM Agents. | Yunze Wei, Xiaohui Xie, Tianshuo Hu, Yiwei Zuo, Xinyi Chen, Kaiwen Chi, Yong Cui |
| 2025 | IJCAI | Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing. | Xinyi Chen, Chenxiang Ma, Yujie Wu, Kay Chen Tan, Jibin Wu |
| 2024 | COLT | Open Problem: Black-Box Reductions and Adaptive Gradient Methods for Nonconvex Optimization. | Xinyi Chen, Elad Hazan |
| 2024 | EMNLP | The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models. | Xinyi Chen, Baohao Liao, Jirui Qi, Panagiotis Eustratiadis, Christof Monz, Arianna Bisazza, Maarten de Rijke |
| 2024 | GLOBECOM | Neural Reflectance Fields for Radio-Frequency Ray Tracing. | Haifeng Jia, Xinyi Chen, Yichen Wei, Yifei Sun, Yibo Pi |
| 2024 | HCI | Emotions: Investigating the Vital Role of Tactile Interaction. | Xinyi Chen, Meng Ting Zhang |
| 2024 | HCI | Innovative Design of Interactive Shadow Puppets for Children Based on STEAM Education Concept. | Chen Wang, Jianan Liu, Lingyan Zhang, Xinyi Chen, Yichen Wu |
| 2024 | ICLR | Adaptive Regret for Bandits Made Possible: Two Queries Suffice. | Zhou Lu, Qiuyi Zhang, Xinyi Chen, Fred Zhang, David P. Woodruff, Elad Hazan |
| 2024 | ICONIP | Test-Time Intensity Consistency Adaptation for Shadow Detection. | Leyi Zhu, Weihuang Liu, Xinyi Chen, Zimeng Li, Xuhang Chen, Zhen Wang, Chi-Man Pun |
| 2024 | ICRA | FC-Planner: A Skeleton-guided Planning Framework for Fast Aerial Coverage of Complex 3D Scenes. | Chen Feng, Haojia Li, Mingjie Zhang, Xinyi Chen, Boyu Zhou, Shaojie Shen |
| 2024 | ICRA | APACE: Agile and Perception-aware Trajectory Generation for Quadrotor Flights. | Xinyi Chen, Yichen Zhang, Boyu Zhou, Shaojie Shen |
| 2024 | IJCNN | Efficient Online Learning for Networks of Two-Compartment Spiking Neurons. | Yujia Yin, Xinyi Chen, Chenxiang Ma, Jibin Wu, Kay Chen Tan |
| 2023 | EMNLP | The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models. | Xinyi Chen, Raquel Fernndez, Sandro Pezzelle |
| 2023 | ICPP | BIRP: Batch-aware Inference Workload Redistribution and Parallel Scheme for Edge Collaboration. | Hesheng Sun, Xinyi Chen, Zhuzhong Qian, Zengji Li, Ning Chen, Tuo Cao, Suwei Xu, Yitong Zhou |
| 2023 | SIGCOMM | Cowbird: Freeing CPUs to Compute by Offloading the Disaggregation of Memory. | Xinyi Chen, Liangcheng Yu, Vincent Liu, Qizhen Zhang |
| 2022 | HCI | Effects of Filled Pauses on Memory Recall in Human-Robot Interaction in Mandarin Chinese. | Xinyi Chen, Andreas Liesenfeld, Shiyue Li, Yao Yao |
| 2022 | IROS | Fast 3D Sparse Topological Skeleton Graph Generation for Mobile Robot Global Planning. | Xinyi Chen, Boyu Zhou, Jiarong Lin, Yichen Zhang, Fu Zhang, Shaojie Shen |
| 2022 | PRICAI | A General Personality Analysis Model Based on Social Posts and Links. | Xingkong Ma, Houjie Qiu, Shujia Yao, Xinyi Chen, Jingsong Zhang, Zhaoyun Ding, Shaoyong Li, Bo Liu |
| 2022 | SIGMOD | Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT. | Qizhen Zhang, Xinyi Chen, Sidharth Sankhe, Zhilei Zheng, Ke Zhong, Sebastian Angel, Ang Chen, Vincent Liu, Boon Thau Loo |
| 2021 | COLT | Black-Box Control for Linear Dynamical Systems. | Xinyi Chen, Elad Hazan |
| 2021 | CVPR | Variational Relational Point Completion Network. | Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu |
| 2021 | CVPR | Unsupervised 3D Shape Completion Through GAN Inversion. | Junzhe Zhang, Xinyi Chen, Zhongang Cai, Liang Pan, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Bo Dai, Chen Change Loy |
| 2020 | CGO | Optimizing ordered graph algorithms with GraphIt. | Yunming Zhang, Ajay Brahmakshatriya, Xinyi Chen, Laxman Dhulipala, Shoaib Kamil, Saman P. Amarasinghe, Julian Shun |
| 2020 | EDBT | Provenance for Probabilistic Logic Programs. | Shaobo Wang, Hui Lyu, Jiachi Zhang, Chenyuan Wu, Xinyi Chen, Wenchao Zhou, Boon Thau Loo, Susan B. Davidson, Chen Chen |
| 2020 | ICLR | Extreme Tensoring for Low-Memory Preconditioning. | Xinyi Chen, Naman Agarwal, Elad Hazan, Cyril Zhang, Yi Zhang |
| 2020 | ICML | Calibration, Entropy Rates, and Memory in Language Models. | Mark Braverman, Xinyi Chen, Sham M. Kakade, Karthik Narasimhan, Cyril Zhang, Yi Zhang |
| 2020 | IJCNLP | Label Representations in Modeling Classification as Text Generation. | Xinyi Chen, Jingxian Xu, Alex Wang |
| 2019 | ICML | Efficient Full-Matrix Adaptive Regularization. | Naman Agarwal, Brian Bullins, Xinyi Chen, Elad Hazan, Karan Singh, Cyril Zhang, Yi Zhang |
| 2018 | DEXA | R^2 -Tree: An Efficient Indexing Scheme for Server-Centric Data Center Networks. | Yin Lin, Xinyi Chen, Xiaofeng Gao, Bin Yao, Guihai Chen |
| 2018 | HCI | A Multidimensional Workload Assessment Method for Power Grid Dispatcher. | Bingbing Song, Zhen Wang, Yanyu Lu, Xiaobi Teng, Xinyi Chen, Yi Zhou, Hai Ye, Shan Fu |
| 2018 | ICONIP | A Neural Network Based Global Optimal Algorithm for Unconstrained Binary Quadratic Programming Problem. | Shenshen Gu, Xinyi Chen |
| 2018 | UIC | Human Action Recognition: A Feature Point Trajectory and Space-Time Interest Point Based Approach. | Xinyi Chen |