Yiyou Sun - RankMe

61 papers A* 18Journal 37Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Strategy Executability in Mathematical Reasoning: Leveraging Human-Model Differences for Effective Guidance. CoRR Weida Liang, Yiyou Sun, Shuyuan Nan, Chuang Li, Dawn Song, Kenji Kawaguchi
2026	J	`jnl`	Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents. CoRR Xu Li, Simon Yu, Minzhou Pan, Yiyou Sun, Bo Li, Dawn Song, Xue Lin, Weiyan Shi
2025	J	`jnl`	Can Aha Moments Be Fake? Identifying True and Decorative Thinking Steps in Chain-of-Thought. CoRR Jiachen Zhao, Yiyou Sun, Weiyan Shi, Dawn Song
2025	J	`jnl`	Can LLMs Design Good Questions Based on Context? CoRR Yueheng Zhang, Xiaoyuan Liu, Yiyou Sun, Atheer Alharbi, Hend Alzahrani, Basel Alomair, Dawn Song
2025	A*	`conf`	Chain-of-region: Visual Language Models Need Details for Diagram Analysis. ICLR Xue Li, Yiyou Sun, Wei Cheng, Yinglun Zhu, Haifeng Chen
2025	J	`jnl`	Climbing the Ladder of Reasoning: What LLMs Can-and Still Can't-Solve after SFT? CoRR Yiyou Sun, Georgia Zhou, Hao Wang, Dacheng Li, Nouha Dziri, Dawn Song
2025	J	`jnl`	DELTA-Code: How Does RL Unlock and Transfer New Programming Algorithms in LLMs? CoRR Yiyou Sun, Yuhan Cao, Pohao Huang, Haoyue Bai, Hannaneh Hajishirzi, Nouha Dziri, Dawn Song
2025	J	`jnl`	How and Why LLMs Generalize: A Fine-Grained Analysis of LLM Reasoning from Cognitive Behaviors to Low-Level Patterns. CoRR Haoyue Bai, Yiyou Sun, Wenjie Hu, Shi Qiu, Maggie Ziyu Huan, Peiyang Song, Robert Nowak, Dawn Song
2025	J	`jnl`	MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them. CoRR Weichen Zhang, Yiyou Sun, Pohao Huang, Jiayue Pu, Heyue Lin, Dawn Song
2025	J	`jnl`	OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization. CoRR Yiyou Sun, Shawn Hu, Georgia Zhou, Ken Zheng, Hannaneh Hajishirzi, Nouha Dziri, Dawn Song
2025	A*	`conf`	SFS: Smarter Code Space Search improves LLM Inference Scaling. ICLR Jonathan Light, Yue Wu, Yiyou Sun, Wenchao Yu, Yanchi Liu, Xujiang Zhao, Ziniu Hu, Haifeng Chen, Wei Cheng
2025	—	`conf`	Uncertainty Propagation on LLM Agent. ACL (1) Qiwei Zhao, Dong Li, Yanchi Liu, Wei Cheng, Yiyou Sun, Mika Oishi, Takao Osaki, Katsushi Matsuda, Huaxiu Yao, Chen Zhao, Haifeng Chen, Xujiang Zhao
2025	A*	`conf`	Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content. CVPR Haoyue Bai, Yiyou Sun, Wei Cheng, Haifeng Chen
2025	J	`jnl`	Where's the liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content. CoRR Haoyue Bai, Yiyou Sun, Wei Cheng, Haifeng Chen
2025	J	`jnl`	Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations. CoRR Yiyou Sun, Yu Gai, Lijie Chen, Abhilasha Ravichander, Yejin Choi, Dawn Song
2024	J	`jnl`	Chatbot Meets Pipeline: Augment Large Language Model with Definite Finite Automaton. CoRR Yiyou Sun, Junjie Hu, Wei Cheng, Haifeng Chen
2024	A*	`conf`	DALD: Improving Logits-based Detector without Logits from Black-box LLMs. NeurIPS Cong Zeng, Shengkun Tang, Xianjun Yang, Yuanzhou Chen, Yiyou Sun, Zhiqiang Xu, Yao Li, Haifeng Chen, Wei Cheng, Dongkuan Xu
2024	A*	`conf`	DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton. ICML Yiyou Sun, Junjie Hu, Wei Cheng, Haifeng Chen
2024	A*	`conf`	How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? AAAI Soumya Suvra Ghosal, Yiyou Sun, Yixuan Li
2024	J	`jnl`	Improving Logits-based Detector without Logits from Black-box LLMs. CoRR Cong Zeng, Shengkun Tang, Xianjun Yang, Yuanzhou Chen, Yiyou Sun, Zhiqiang Xu, Yao Li, Haifeng Chen, Wei Cheng, Dongkuan Xu
2024	J	`jnl`	OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection. J. Data-centric Mach. Learn. Res. Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li
2024	A*	`conf`	Revisiting Score Propagation in Graph Out-of-Distribution Detection. NeurIPS Longfei Ma, Yiyou Sun, Kaize Ding, Zemin Liu, Fei Wu
2024	—	`conf`	Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration. MICCAI (1) Xiaogen Zhon, Yiyou Sun, Min Deng, Winnie Chiu Wing Chu, Qi Dou
2024	J	`jnl`	Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration. CoRR Xiaogen Zhon, Yiyou Sun, Min Deng, Winnie Chiu Wing Chu, Qi Dou
2024	J	`jnl`	SAUP: Situation Awareness Uncertainty Propagation on LLM Agent. CoRR Qiwei Zhao, Xujiang Zhao, Yanchi Liu, Wei Cheng, Yiyou Sun, Mika Oishi, Takao Osaki, Katsushi Matsuda, Huaxiu Yao, Haifeng Chen
2024	J	`jnl`	Scattered Forest Search: Smarter Code Space Exploration with LLMs. CoRR Jonathan Light, Yue Wu, Yiyou Sun, Wenchao Yu, Yanchi Liu, Xujiang Zhao, Ziniu Hu, Haifeng Chen, Wei Cheng
2024	J	`jnl`	Uncertainty Decomposition and Quantification for In-Context Learning of Large Language Models. CoRR Chen Ling, Xujiang Zhao, Wei Cheng, Yanchi Liu, Yiyou Sun, Xuchao Zhang, Mika Oishi, Takao Osaki, Katsushi Matsuda, Jie Ji, Guangji Bai, Liang Zhao, Haifeng Chen
2024	—	`conf`	Uncertainty Quantification for In-Context Learning of Large Language Models. NAACL-HLT Chen Ling, Xujiang Zhao, Xuchao Zhang, Wei Cheng, Yanchi Liu, Yiyou Sun, Mika Oishi, Takao Osaki, Katsushi Matsuda, Jie Ji, Guangji Bai, Liang Zhao, Haifeng Chen
2024	A*	`conf`	When and How Does In-Distribution Label Help Out-of-Distribution Detection? ICML Xuefeng Du, Yiyou Sun, Yixuan Li
2024	J	`jnl`	When and How Does In-Distribution Label Help Out-of-Distribution Detection? CoRR Xuefeng Du, Yiyou Sun, Yixuan Li
2023	A*	`conf`	A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning. NeurIPS Yiyou Sun, Zhenmei Shi, Yixuan Li
2023	J	`jnl`	A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning. CoRR Yiyou Sun, Zhenmei Shi, Yixuan Li
2023	J	`jnl`	Detecting and Learning Out-of-Distribution Data in the Open world: Algorithm and Theory. CoRR Yiyou Sun
2023	A*	`conf`	Dream the Impossible: Outlier Imagination with Diffusion Models. NeurIPS Xuefeng Du, Yiyou Sun, Jerry Zhu, Yixuan Li
2023	J	`jnl`	Dream the Impossible: Outlier Imagination with Diffusion Models. CoRR Xuefeng Du, Yiyou Sun, Xiaojin Zhu, Yixuan Li
2023	A*	`conf`	How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection? ICLR Yifei Ming, Yiyou Sun, Ousmane Dia, Yixuan Li
2023	J	`jnl`	How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? CoRR Soumya Suvra Ghosal, Yiyou Sun, Yixuan Li
2023	J	`jnl`	OpenCon: Open-world Contrastive Learning. Trans. Mach. Learn. Res. Yiyou Sun, Yixuan Li
2023	J	`jnl`	OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection. CoRR Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li
2023	A*	`conf`	Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment. CVPR Yiyou Sun, Yaojie Liu, Xiaoming Liu, Yixuan Li, Wen-Sheng Chu
2023	J	`jnl`	Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment. CoRR Yiyou Sun, Yaojie Liu, Xiaoming Liu, Yixuan Li, Wen-Sheng Chu
2023	A*	`conf`	When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis. ICML Yiyou Sun, Zhenmei Shi, Yingyu Liang, Yixuan Li
2023	J	`jnl`	When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis. CoRR Yiyou Sun, Zhenmei Shi, Yingyu Liang, Yixuan Li
2022	J	`jnl`	CIDER: Exploiting Hyperspherical Embeddings for Out-of-Distribution Detection. CoRR Yifei Ming, Yiyou Sun, Ousmane Dia, Yixuan Li
2022	—	`conf`	DICE: Leveraging Sparsification for Out-of-Distribution Detection. ECCV (24) Yiyou Sun, Yixuan Li
2022	A*	`conf`	Delving into Out-of-Distribution Detection with Vision-Language Representations. NeurIPS Yifei Ming, Ziyang Cai, Jiuxiang Gu, Yiyou Sun, Wei Li, Yixuan Li
2022	J	`jnl`	Delving into Out-of-Distribution Detection with Vision-Language Representations. CoRR Yifei Ming, Ziyang Cai, Jiuxiang Gu, Yiyou Sun, Wei Li, Yixuan Li
2022	J	`jnl`	Open-world Contrastive Learning. CoRR Yiyou Sun, Yixuan Li
2022	A*	`conf`	OpenOOD: Benchmarking Generalized Out-of-Distribution Detection. NeurIPS Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou, Kunyuan Ding, Wenxuan Peng, Haoqi Wang, Guangyao Chen, Bo Li, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Dan Hendrycks, Yixuan Li, Ziwei Liu
2022	J	`jnl`	OpenOOD: Benchmarking Generalized Out-of-Distribution Detection. CoRR Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou, Kunyuan Ding, Wenxuan Peng, Haoqi Wang, Guangyao Chen, Bo Li, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Dan Hendrycks, Yixuan Li, Ziwei Liu
2022	A*	`conf`	Out-of-Distribution Detection with Deep Nearest Neighbors. ICML Yiyou Sun, Yifei Ming, Xiaojin Zhu, Yixuan Li
2022	J	`jnl`	Out-of-distribution Detection with Deep Nearest Neighbors. CoRR Yiyou Sun, Yifei Ming, Xiaojin Zhu, Yixuan Li
2021	J	`jnl`	On the Effectiveness of Sparsification for Detecting the Deep Unknowns. CoRR Yiyou Sun, Yixuan Li
2021	A*	`conf`	ReAct: Out-of-distribution Detection With Rectified Activations. NeurIPS Yiyou Sun, Chuan Guo, Yixuan Li
2021	J	`jnl`	ReAct: Out-of-distribution Detection With Rectified Activations. CoRR Yiyou Sun, Chuan Guo, Yixuan Li
2019	A*	`conf`	Adaptive Activation Thresholding: Dynamic Routing Type Behavior for Interpretability in Convolutional Neural Networks. ICCV Yiyou Sun, Sathya N. Ravi, Vikas Singh
2019	J	`jnl`	Learning Data Structure Alchemy. IEEE Data Eng. Bull. Stratos Idreos, Kostas Zoumpatianos, Subarna Chatterjee, Wilson Qin, Abdul Wasay, Brian Hentschel, Mike S. Kester, Niv Dayan, Demi Guo, Minseo Kang, Yiyou Sun
2018	—	`conf`	Interpretable Basis Decomposition for Visual Explanation. ECCV (8) Bolei Zhou, Yiyou Sun, David Bau, Antonio Torralba
2018	J	`jnl`	Revisiting the Importance of Individual Units in CNNs via Ablation. CoRR Bolei Zhou, Yiyou Sun, David Bau, Antonio Torralba
2018	J	`jnl`	The Periodic Table of Data Structures. IEEE Data Eng. Bull. Stratos Idreos, Kostas Zoumpatianos, Manos Athanassoulis, Niv Dayan, Brian Hentschel, Michael S. Kester, Demi Guo, Lukas M. Maas, Wilson Qin, Abdul Wasay, Yiyou Sun
2017	—	`conf`	Faster R-CNN based autonomous navigation for vehicles in warehouse. AIM Yiyou Sun, Tonghua Su, Zhiying Tu