Yang, Yu

50 publications

ICLR 2025 AIR-BENCH 2024: A Safety Benchmark Based on Regulation and Policies Specified Risk Categories Yi Zeng, Yu Yang, Andy Zhou, Jeffrey Ziwei Tan, Yuheng Tu, Yifan Mai, Kevin Klyman, Minzhou Pan, Ruoxi Jia, Dawn Song, Percy Liang, Bo Li

AAAI 2025 Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics Shuxin Zhong, Kimberly Liu, Wenjun Lyu, Haotian Wang, Guang Wang, Yunhuai Liu, Tian He, Yu Yang, Desheng Zhang

NeurIPS 2025 AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration Andy Zhou, Kevin Wu, Francesco Pinto, Zhaorun Chen, Yi Zeng, Yu Yang, Shuang Yang, Sanmi Koyejo, James Zou, Bo Li

ICML 2025 BSO: Binary Spiking Online Optimization Algorithm Yu Liang, Yu Yang, Wenjie Wei, Ammar Belatreche, Shuai Wang, Malu Zhang, Yang Yang

AAAI 2025 Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving Yu Yang, Jianbiao Mei, Yukai Ma, Siliang Du, Wenqing Chen, Yijie Qian, Yuxiang Feng, Yong Liu

AAAI 2025 FairTP: A Prolonged Fairness Framework for Traffic Prediction Jiangnan Xia, Yu Yang, Jiaxing Shen, Senzhang Wang, Jiannong Cao

IJCAI 2025 HCRide: Harmonizing Passenger Fairness and Driver Preference for Human-Centered Ride-Hailing Lin Jiang, Yu Yang, Guang Wang

IJCAI 2025 LLM-Based Collaborative Agents with Pedagogy-Guided Interaction Modeling for Timely Instructive Feedback Generation in Task-Oriented Group Discussions Qihao Yang, Yu Yang, Sixu An, Tianyong Hao, Guandong Xu

ICLR 2025 Mini-Batch Coresets for Memory-Efficient Language Model Training on Data Mixtures Dang Nguyen, Wenhan Yang, Rathul Anand, Yu Yang, Baharan Mirzasoleiman

AAAI 2025 Mixture of Knowledge Minigraph Agents for Literature Review Generation Zhi Zhang, Yan Liu, Sheng-hua Zhong, Gong Chen, Yu Yang, Jiannong Cao

ICLR 2025 Near-Optimal Online Learning for Multi-Agent Submodular Coordination: Tight Approximation and Communication Efficiency Qixin Zhang, Zongqi Wan, Yu Yang, Li Shen, Dacheng Tao

NeurIPS 2025 Nemotron-CLIMB: Clustering-Based Iterative Data Mixture Bootstrapping for Language Model Pre-Training Shizhe Diao, Yu Yang, Yonggan Fu, Xin Dong, Dan Su, Markus Kliegl, Zijia Chen, Peter Belcak, Yoshi Suhara, Hongxu Yin, Mostofa Patwary, Yingyan Celine Lin, Jan Kautz, Pavlo Molchanov

TMLR 2025 Pre-Trained Language Models Improve the Few-Shot Prompt Ability of Decision Transformer Yu Yang, Pan Xu

NeurIPS 2025 SECODEPLT: A Unified Benchmark for Evaluating the Security Risks and Capabilities of Code GenAI Yuzhou Nie, Zhun Wang, Yu Yang, Ruizhe Jiang, Yuheng Tang, Xander Davies, Yarin Gal, Bo Li, Wenbo Guo, Dawn Song

ICLR 2025 VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents Xiao Liu, Tianjie Zhang, Yu Gu, Iat Long Iong, Song XiXuan, Yifan Xu, Shudan Zhang, Hanyu Lai, Jiadai Sun, Xinyue Yang, Yu Yang, Zehan Qi, Shuntian Yao, Xueqiao Sun, Siyi Cheng, Qinkai Zheng, Hao Yu, Hanchen Zhang, Wenyi Hong, Ming Ding, Lihang Pan, Xiaotao Gu, Aohan Zeng, Zhengxiao Du, Chan Hee Song, Yu Su, Yuxiao Dong, Jie Tang

ICLR 2025 WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning Zehan Qi, Xiao Liu, Iat Long Iong, Hanyu Lai, Xueqiao Sun, Jiadai Sun, Xinyue Yang, Yu Yang, Shuntian Yao, Wei Xu, Jie Tang, Yuxiao Dong

NeurIPS 2025 X-Scene: Large-Scale Driving Scene Generation with High Fidelity and Flexible Controllability Yu Yang, Alan Liang, Jianbiao Mei, Yukai Ma, Yong Liu, Gim Hee Lee

ICLR 2024 Data Distillation Can Be like Vodka: Distilling More Times for Better Quality Xuxi Chen, Yu Yang, Zhangyang Wang, Baharan Mirzasoleiman

ECCV 2024 Dual-Camera Smooth Zoom on Mobile Phones Renlong Wu, Zhilu Zhang, Yu Yang, Wangmeng Zuo

AAAI 2024 Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations Zilin Wang, Haolin Zhuang, Lu Li, Yinmin Zhang, Junjie Zhong, Jun Chen, Yu Yang, Boshi Tang, Zhiyong Wu

ICML 2024 Few-Shot Adaptation to Distribution Shifts by Mixing Source and Target Embeddings Yihao Xue, Ali Payani, Yu Yang, Baharan Mirzasoleiman

AISTATS 2024 Identifying Spurious Biases Early in Training Through the Lens of Simplicity Bias Yu Yang, Eric Gan, Gintare Karolina Dziugaite, Baharan Mirzasoleiman

ICLR 2024 On the Stability of Expressive Positional Encodings for Graphs Yinan Huang, William Lu, Joshua Robinson, Yu Yang, Muhan Zhang, Stefanie Jegelka, Pan Li

NeurIPS 2024 Optimal Batched Best Arm Identification Tianyuan Jin, Yu Yang, Jing Tang, Xiaokui Xiao, Pan Xu

NeurIPSW 2024 Pre-Trained Language Models Improve the Few-Shot Prompt Ability of Decision Transformer Yu Yang, Pan Xu

CVPR 2024 Sieve: Multimodal Dataset Pruning Using Image Captioning Models Anas Mahmoud, Mostafa Elhoushi, Amro Abbas, Yu Yang, Newsha Ardalani, Hugh Leather, Ari S. Morcos

NeurIPS 2024 SmallToLarge (S2L): Scalable Data Selection for Fine-Tuning Large Language Models by Summarizing Training Trajectories of Small Models Yu Yang, Siddhartha Mishra, Jeffrey Chiang, Baharan Mirzasoleiman

ICCV 2023 CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning Hritik Bansal, Nishad Singhi, Yu Yang, Fan Yin, Aditya Grover, Kai-Wei Chang

ICLRW 2023 CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning Hritik Bansal, Nishad Singhi, Yu Yang, Fan Yin, Aditya Grover, Kai-Wei Chang

AAAI 2023 ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation Qiran Zou, Yu Yang, Wing Yin Cheung, Chang Liu, Xiangyang Ji

NeurIPS 2023 MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy Honghua Dong, Jiawei Xu, Yu Yang, Rui Zhao, Shiwen Wu, Chun Yuan, Xiu Li, Chris J Maddison, Lei Han

ICML 2023 Mitigating Spurious Correlations in Multi-Modal Models During Fine-Tuning Yu Yang, Besmira Nushi, Hamid Palangi, Baharan Mirzasoleiman

ICML 2023 Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-Sided Resource Constraints and Finite Requests Qixin Zhang, Wenbing Ye, Zaiyi Chen, Haoyuan Hu, Enhong Chen, Yu Yang

AISTATS 2023 Online Learning for Non-Monotone DR-Submodular Maximization: From Full Information to Bandit Feedback Qixin Zhang, Zengde Deng, Zaiyi Chen, Kuangqi Zhou, Haoyuan Hu, Yu Yang

NeurIPS 2023 Robust Learning with Progressive Data Expansion Against Spurious Correlation Yihe Deng, Yu Yang, Baharan Mirzasoleiman, Quanquan Gu

ICML 2023 Towards Sustainable Learning: Coresets for Data-Efficient Deep Learning Yu Yang, Hao Kang, Baharan Mirzasoleiman

NeurIPS 2022 Distilling Representations from GAN Generator via Squeeze and Span Yu Yang, Xiaotian Cheng, Chang Liu, Hakan Bilen, Xiangyang Ji

CVPR 2022 Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention Yu Yang, Seungbae Kim, Jungseock Joo

NeurIPS 2022 Friendly Noise Against Adversarial Noise: A Powerful Defense Against Data Poisoning Attack Tian Yu Liu, Yu Yang, Baharan Mirzasoleiman

WACV 2022 Learning Foreground-Background Segmentation from Improved Layered GANs Yu Yang, Hakan Bilen, Qiran Zou, Wing Yin Cheung, Xiangyang Ji

ICLR 2022 Learning to Annotate Part Segmentation with Gradient Matching Yu Yang, Xiaotian Cheng, Hakan Bilen, Xiangyang Ji

ICML 2022 Not All Poisons Are Created Equal: Robust Training Against Data Poisoning Yu Yang, Tian Yu Liu, Baharan Mirzasoleiman

NeurIPS 2022 Sequence-to-Set Generative Models Longtao Tang, Ying Zhou, Yu Yang

ICML 2022 Stochastic Continuous Submodular Maximization: Boosting via Non-Oblivious Function Qixin Zhang, Zengde Deng, Zaiyi Chen, Haoyuan Hu, Yu Yang

CVPRW 2021 Multi-Camera Vehicle Tracking System Based on Spatial-Temporal Filtering Pengfei Ren, Kang Lu, Yu Yang, Yun Yang, Guangze Sun, Wei Wang, Gang Wang, Junliang Cao, Zhifeng Zhao, Wei Liu

ECCV 2018 Dynamic Filtering with Large Sampling Field for ConvNets Jialin Wu, Dai Li, Yu Yang, Chandrajit Bajaj, Xiangyang Ji

IJCAI 2015 Maximizing the Coverage of Information Propagation in Social Networks Zhefeng Wang, Enhong Chen, Qi Liu, Yu Yang, Yong Ge, Biao Chang

ICCV 2015 PIEFA: Personalized Incremental and Ensemble Face Alignment Xi Peng, Shaoting Zhang, Yu Yang, Dimitris N. Metaxas

IJCAI 2013 PageRank with Priors: An Influence Propagation Perspective Biao Xiang, Qi Liu, Enhong Chen, Hui Xiong, Yi Zheng, Yu Yang

ECML-PKDD 2012 On Approximation of Real-World Influence Spread Yu Yang, Enhong Chen, Qi Liu, Biao Xiang, Tong Xu, Shafqat Ali Shad