Sequence-to-Sequence Model with Attention for Time Series Classification. - Yujin Tang; Jianfeng Xu; Kazunori Matsumoto; Chihiro Ono (ICDM Workshops, 2016)

Detecting Activities of Daily Living from Low Frequency Power Consumption Data. - Yujin Tang; Chihiro Ono (MobiQuitous, 2016)

Failure Prediction with Adaptive Multi-scale Sampling and Activation Pattern Regularization. - Yujin Tang; Shinya Wada; Kiyohito Yoshihara (ICDM Workshops, 2017)

Effects of objective feedback of facial expression recognition during video support chat. - Jianming Wu; Toshiyuki Hagiya; Yujin Tang; Keiichiro Hoashi (MUM, 2017)

Binary Classification of Sequences Possessing Unilateral Common Factor with AMS and APR. - Yujin Tang; Kei Yonekawa; Mori Kurokawa; Shinya Wada; Kiyohito Yoshihara (PAKDD (3), 2018)

Neuroevolution of self-interpretable agents. - Yujin Tang; Duong Nguyen; David Ha (GECCO, 2020)

Learning Agile Locomotion via Adversarial Training. - Yujin Tang; Jie Tan 001; Tatsuya Harada (IROS, 2020)

Ovarian Cancer Prediction in Proteomic Data Using Stacked Asymmetric Convolution. - Cheng Yuan 002; Yujin Tang; Dahong Qian (MICCAI (2), 2020)

Application of Micro-CT in the Examination of the Influence of Different Intensities of Exercise on the Injury of Junction of Bone and Tendon. - Dinggui Lu; Qianli Tang; Jihua Wei; Fengying He; Yujin Tang (J. Medical Imaging Health Informatics, 2020)

The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning. - Yujin Tang; David Ha (NeurIPS, 2021)

Collective Intelligence for Deep Learning: A Survey of Recent Developments. - David Ha; Yujin Tang (CoRR, 2021)

Evolving modular soft robots without explicit inter-module communication using local self-attention. - Federico Pigozzi; Yujin Tang; Eric Medvet; David Ha (GECCO, 2022)

EvoJAX: hardware-accelerated neuroevolution. - Yujin Tang; Yingtao Tian; David Ha (GECCO Companion, 2022)

Collective Intelligence for Object Manipulation with Mobile Robots. - So Kuroki; Tatsuya Matsushima; Jumpei Arima; Yutaka Matsuo; Shixiang Shane Gu; Yujin Tang (CoRR, 2022)

SayTap: Language to Quadrupedal Locomotion. - Yujin Tang; Wenhao Yu 003; Jie Tan 001; Heiga Zen; Aleksandra Faust; Tatsuya Harada (CoRL, 2023)

DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards. - Shanchuan Wan; Yujin Tang; Yingtao Tian; Tomoyuki Kaneko (IJCAI, 2023)

NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications. - Robert Tjarko Lange; Yujin Tang; Yingtao Tian (NeurIPS, 2023)

PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting. - Zeying Gong; Yujin Tang; Junwei Liang 001 (CoRR, 2023)

PostRainBench: A comprehensive benchmark and a new model for precipitation forecasting. - Yujin Tang; Jiaming Zhou; Xiang Pan; Zeying Gong; Junwei Liang 001 (CoRR, 2023)

Collective Intelligence for 2D Push Manipulations With Mobile Robots. - So Kuroki; Tatsuya Matsushima; Jumpei Arima; Hiroki Furuta; Yutaka Matsuo; Shixiang Shane Gu; Yujin Tang (IEEE Robotics Autom. Lett., 2023)

VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting. - Yujin Tang; Peijie Dong; Zhenheng Tang; Xiaowen Chu 001; Junwei Liang 001 (CVPR Workshops, 2024)

Evolution Transformer: In-Context Evolutionary Optimization. - Robert T. Lange; Yingtao Tian; Yujin Tang (GECCO Companion, 2024)

Large Language Models As Evolution Strategies. - Robert T. Lange; Yingtao Tian; Yujin Tang (GECCO Companion, 2024)

LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views. - Yuji Roh; Qingyun Liu 003; Huan Gui; Zhe Yuan; Yujin Tang; Steven Euijong Whang; Liang Liu 017; Shuchao Bi; Lichan Hong; Ed H. Chi; Zhe Zhao 001 (ICML, 2024)

Position: Leverage Foundational Models for Black-Box Optimization. - Xingyou Song; Yingtao Tian; Robert Tjarko Lange; Chansoo Lee; Yujin Tang; Yutian Chen 001 (ICML, 2024)

Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration. - Abby O'Neill; Abdul Rehman; Abhiram Maddukuri; Abhishek Gupta 004; Abhishek Padalkar; Abraham Lee; Acorn Pooley; Agrim Gupta; Ajay Mandlekar; Ajinkya Jain; Albert Tung; Alex Bewley; et al. (ICRA, 2024)

PredFormer: Transformers Are Effective Spatial-Temporal Predictive Learners. - Yujin Tang; Lu Qi; Fei Xie; Xiangtai Li; Chao Ma 004; Ming-Hsuan Yang 001 (CoRR, 2024)

Evolution of Collective AI Beyond Individual Optimization. - Ryosuke Takata; Yujin Tang; Yingtao Tian; Norihiro Maruyama; Hiroki Kojima; Takashi Ikegami (CoRR, 2024)

Automating the Search for Artificial Life with Foundation Models. - Akarsh Kumar; Chris Lu 001; Louis Kirsch; Yujin Tang; Kenneth O. Stanley; Phillip Isola; David Ha (CoRR, 2024)

Learning to Generalize With Object-Centric Agents in the Open World Survival Game Crafter. - Aleksandar Stanic; Yujin Tang; David Ha; Jürgen Schmidhuber (IEEE Trans. Games, 2024)

Mamba-Adaptor: State Space Model Adaptor for Visual Recognition. - Fei Xie; Jiahao Nie 001; Yujin Tang; Wenkang Zhang; Hongshen Zhao (CVPR, 2025)

Competition and Attraction Improve Model Fusion. - João Abrantes; Robert T. Lange; Yujin Tang (GECCO, 2025)

An Evolved Universal Transformer Memory. - Edoardo Cetin; Qi Sun; Tianyu Zhao 001; Yujin Tang (ICLR, 2025)

Agent Skill Acquisition for Large Language Models via CycleQD. - So Kuroki; Taishi Nakamura; Takuya Akiba; Yujin Tang (ICLR, 2025)

Transformer-Squared: Self-adaptive LLMs. - Qi Sun; Edoardo Cetin; Yujin Tang (ICLR, 2025)

Evolutionary optimization of model merging recipes. - Takuya Akiba; Makoto Shing; Yujin Tang; Qi Sun; David Ha (Nat. Mac. Intell., 2025)

Large Language Models to Diffusion Finetuning. - Edoardo Cetin; Tianyu Zhao 001; Yujin Tang (CoRR, 2025)

Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning. - Can Jin; Hongwu Peng; Qixin Zhang 001; Yujin Tang; Dimitris N. Metaxas; Tong Che (CoRR, 2025)

Text-to-LoRA: Instant Transformer Adaption. - Rujikorn Charakorn; Edoardo Cetin; Yujin Tang; Robert Tjarko Lange (CoRR, 2025)

Reinforcement Learning Teachers of Test Time Scaling. - Edoardo Cetin; Tianyu Zhao 001; Yujin Tang (CoRR, 2025)