JY
Junchi Yu
cs.AIcs.LGcs.CLcs.CVstat.MLcs.SD
On Valency
published · living versionsW_va2zqy3n·v1 · currentpublished
Learning Dynamics of On-Policy Distillation
with Guan Zhe Hong, Sumeet Ramesh Motwani, Liang Chen, Yangchen Pan +3
1 version
Preprints & journals
26 papers in the corpus · 2020–2026CausalGame: Benchmarking Causal Thinking of LLM Agents in Games2607.04293v1 · Zhenhao Chen, Yongqiang Chen, Chenxi Liu et al.2026 · 0 citationsarXiv
Measuring Epistemic Resilience of LLMs Under Misleading Medical Context2606.12291v2 · Hongjian Zhou, Xinyu Zou, Jinge Wu et al.2026 · 0 citationsarXiv
A Language Model from 1913: Pretraining on Historical Text2606.02991v2 · Xiaoxi Luo, Zachary Shinnick, Niclas Griesshaber et al.2026 · 0 citationsarXiv
-Monitor: Dynamic Safety Monitoring for Diffusion LLMs via Hesitation Signals2605.25893v2 · Aoxi Liu, Yupeng Chen, James Oldfield et al.2026 · 0 citationsarXiv
The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models2605.24697v1 · Bohang Sun, Max Zhu, Francesco Caso et al.2026 · 0 citationsarXiv
Scientific reasoning does not reliably translate into scientific forecasting in frontier AI2605.22681v2 · Sean Wu, Pan Lu, Yupeng Chen et al.2026 · 0 citationsarXiv
Distinguishable Deletion: Unifying Knowledge Erasure and Refusal for Large Language Model Unlearning2605.16776v1 · Puning Yang, Junchi Yu, Qizhou Wang et al.2026 · 0 citationsarXiv
Hidden in Plain Sight: Visual-to-Symbolic Analytical Solution Inference from Field Visualizations2604.08863v1 · Pengze Li, Jiaquan Zhang, Yunbo Long et al.2026 · 0 citationsarXiv
TDGNet: Hallucination Detection in Diffusion Language Models via Temporal Dynamic Graphs2602.08048v1 · Arshia Hemmat, Philip Torr, Yongqiang Chen et al.2026 · 0 citationsarXiv
Safer by Diffusion, Broken by Context: Diffusion LLM's Safety Blessing and Its Failure Mode2602.00388v2 · Zeyuan He, Yupeng Chen, Lang Lin et al.2026 · 0 citationsarXiv
The Alignment Curse: Modality Alignment Supercharges Audio Attacks via Text Transfer2602.02557v2 · Yupeng Chen, Junchi Yu, Aoxi Liu et al.2026 · 0 citationsarXiv
ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction2511.12485v1 · Pengze Li, Jiaqi Liu, Junchi Yu et al.2025 · 0 citationsarXiv
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?2510.16582v1 · Junchi Yu, Yujie Liu, Jindong Gu et al.2025 · 1 citationarXiv
TraceDet: Hallucination Detection from the Decoding Trace of Diffusion Large Language Models2510.01274v1 · Shenxu Chang, Junchi Yu, Weixing Wang et al.2025 · 0 citationsarXiv
Recognizing Predictive Substructures With Subgraph Information Bottleneck.34520347 · Yu, Junchi, Xu, Tingyang, Rong, Yu et al.2024 · 73 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(3):1650-1663
Generative Explanations for Graph Neural Network: Methods and Evaluations2311.05764v1 · Jialin Chen, Kenza Amara, Junchi Yu et al.2023 · 2 citationsarXiv
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models2310.03965v3 · Junchi Yu, Ran He, Rex Ying2023 · 6 citationsarXiv
Rumor Detection with Diverse Counterfactual Evidence2307.09296v1 · Kaiwei Zhang, Junchi Yu, Haichao Shi et al.2023 · 31 citationsarXiv
ScoreMix: A Scalable Augmentation Strategy for Training GANs With Limited Data.37015400 · Cao, Jie, Luo, Mandi, Yu, Junchi et al.2023 · 17 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(7):8920-8935
Mind the Label Shift of Augmentation-based Graph OOD Generalization2303.14859v1 · Junchi Yu, Jian Liang, Ran He2023 · 22 citationsarXiv
Finding Diverse and Predictable Subgraphs for Graph Domain Generalization2206.09345v1 · Junchi Yu, Jian Liang, Ran He2022 · 1 citationarXiv
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection2205.10014v2 · Bingzhe Wu, Jintang Li, Junchi Yu et al.2022 · 9 citationsarXiv
Towards the Explanation of Graph Neural Networks in Digital Pathology with Information Flows2112.09895v1 · Junchi Yu, Tingyang Xu, Ran He2021 · 4 citationsarXiv
Improving Subgraph Recognition with Variational Graph Information Bottleneck2112.09899v3 · Junchi Yu, Jie Cao, Ran He2021 · 70 citationsarXiv
Graph Information Bottleneck for Subgraph Recognition2010.05563v1 · Junchi Yu, Tingyang Xu, Yu Rong et al.2020 · 73 citationsarXiv
Cosmetic-Aware Makeup Cleanser2004.09147v1 · Yi Li, Huaibo Huang, Junchi Yu et al.2020 · 0 citationsarXiv
Career total: 32 works. 26 are in this corpus.
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