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Jiang-Chao Yao · SciRah

Researcher profile · Semantic Scholar

Jiang-Chao Yao

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Jiang-Chao Yao — researcher profile on SciRah

h-index: 17
Works: 51
Citations: 1,368

Most-cited papers

DeepInception: Hypnotize Large Language Model to Be Jailbreaker
Xuan Li, Zhan-Ke Zhou, Jia-Ning Zhu, Jiang-Chao Yao +2 more
2023arXiv.org450 citations
Semantic Scholar
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
Jiang-Chao Yao, Shengyu Zhang, Yang Yao, Feng Wang +14 more
2021IEEE Transactions on Knowledge and Data Engineering186 citations Open access
Semantic Scholar
Reliable Adversarial Distillation with Unreliable Teachers
Jia-Ning Zhu, Jiang-Chao Yao, Bo Han, Jing-Feng Zhang +5 more
2021International Conference on Learning Representations105 citations
Semantic Scholar
Device-Cloud Collaborative Learning for Recommendation
Jiang-Chao Yao, Feng Wang, Kunyang Jia, Bo Han +2 more
2021Knowledge Discovery and Data Mining78 citations Open access
Semantic Scholar
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation
Jia-Ning Zhu, Geng Yu, Jiang-Chao Yao, Tong-Liang Liu +3 more
2023Neural Information Processing Systems55 citations
Semantic Scholar
CogKR: Cognitive Graph for Multi-Hop Knowledge Reasoning
Zheng-Xiao Du, Chang Zhou, Jiang-Chao Yao, Teng Tu +4 more
2021IEEE Transactions on Knowledge and Data Engineering55 citations
Semantic Scholar
Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection
Geng Yu, Jia-Ning Zhu, Jiang-Chao Yao, Bo Han
2024Neural Information Processing Systems30 citations
Semantic Scholar
Combating Bilateral Edge Noise for Robust Link Prediction
Zhan-Ke Zhou, Jiang-Chao Yao, Jiaxu Liu, Xia-Wei Guo +5 more
2023Neural Information Processing Systems29 citations
Semantic Scholar
On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation
Zhan-Ke Zhou, Chenyu Zhou, Xuan Li, Jiang-Chao Yao +2 more
2023International Conference on Machine Learning27 citations Open access
Semantic Scholar
From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?
Zhan-Ke Zhou, Xiao Feng, Zhaocheng Zhu, Jiang-Chao Yao +2 more
2025International Conference on Machine Learning26 citations
Semantic Scholar
Trustworthy Machine Learning: From Data to Models
Bo Han, Jiang-Chao Yao, Tong-Liang Liu, Bo Li +2 more
2025Found. Trends Priv. Secur.24 citations Open access
Semantic Scholar
Device-cloud Collaborative Recommendation via Meta Controller
Jiang-Chao Yao, Feng Wang, Xichen Ding, Shaohu Chen +3 more
2022Knowledge Discovery and Data Mining23 citations Open access
Semantic Scholar
Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability
Jia-Ning Zhu, Hengzhuang Li, Jiang-Chao Yao, Tong-Liang Liu +2 more
2023International Conference on Machine Learning22 citations Open access
Semantic Scholar
Co-rewarding: Stable Self-supervised RL for Eliciting Reasoning in Large Language Models
Zi-Zhuo Zhang, Jia-Ning Zhu, Xinmu Ge, Zihua Zhao +5 more
202519 citations
Semantic Scholar
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension
Xin He, Jiang-Chao Yao, Yu-Xin Wang, Zhen-Heng Tang +4 more
2022AAAI Conference on Artificial Intelligence19 citations Open access
Semantic Scholar
Click-through Rate Prediction with Auto-Quantized Contrastive Learning
Yujie Pan, Jiang-Chao Yao, Bo Han, Kunyang Jia +2 more
2021arXiv.org19 citations
Semantic Scholar
Graph Neural Networks in Modern Recommender Systems
Yunfei Chu, Jiang-Chao Yao, Chang Zhou, Hong-Xia Yang
2022Graph Neural Networks: Foundations, Frontiers, and Applications18 citations
Semantic Scholar
Decoupling the Class Label and the Target Concept in Machine Unlearning
Jia-Ning Zhu, Bo Han, Jiang-Chao Yao, Jianliang Xu +2 more
2024arXiv.org17 citations
Semantic Scholar
Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems
Shengyu Zhang, Ziqi Jiang, Jiang-Chao Yao, Fu-Li Feng +6 more
2024IEEE Transactions on Knowledge and Data Engineering17 citations Open access
Semantic Scholar
Contrastive Attraction and Contrastive Repulsion for Representation Learning
Huangjie Zheng, Xu Chen, Jiang-Chao Yao, Hong-Xia Yang +6 more
2021Trans. Mach. Learn. Res.17 citations
Semantic Scholar
Co-Reward: Self-supervised Reinforcement Learning for Large Language Model Reasoning via Contrastive Agreement
Zi-Zhuo Zhang, Jia-Ning Zhu, Xinmu Ge, Zihua Zhao +5 more
2025arXiv.org16 citations
Semantic Scholar
Mitigating Label Noise on Graph via Topological Sample Selection
Yuhao Wu, Jiang-Chao Yao, Xiao-Bo Xia, Jun Yu +3 more
2024International Conference on Machine Learning16 citations
Semantic Scholar
Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel
Xuan Li, Zhan-Ke Zhou, Jiang-Chao Yao, Yu Rong +2 more
2023International Conference on Learning Representations16 citations
Semantic Scholar
Knowledge-Enhanced Facial Expression Recognition With Emotional-to-Neutral Transformation
Hangyu Li, Yihan Xu, Jiang-Chao Yao, Nan Wang +2 more
2024IEEE transactions on multimedia12 citations Open access
Semantic Scholar
MC$^2$-SF: Slow-Fast Learning for Mobile-Cloud Collaborative Recommendation
Zeyuan Chen, Jiang-Chao Yao, Feng Wang, Kunyang Jia +3 more
2021arXiv.org12 citations
Semantic Scholar
Combating Exacerbated Heterogeneity for Robust Models in Federated Learning
Jia-Ning Zhu, Jiang-Chao Yao, Tong-Liang Liu, Quanming Yao +2 more
2023International Conference on Learning Representations11 citations Open access
Semantic Scholar
Reference-guided Policy Optimization for Molecular Optimization via LLM Reasoning
Xuan Li, Zhan-Ke Zhou, Zong-Ze Li, Jiang-Chao Yao +3 more
2026arXiv.org6 citations
Semantic Scholar
Fast and Accurate Blind Flexible Docking
Zi-Zhuo Zhang, Li-Jun Wu, Kaiyuan Gao, Jiang-Chao Yao +2 more
2025International Conference on Learning Representations6 citations
Semantic Scholar
Towards Understanding Valuable Preference Data for Large Language Model Alignment
Zi-Zhuo Zhang, Qi-Zhou Wang, Shanshan Ye, Jia-Ning Zhu +3 more
2025arXiv.org6 citations
Semantic Scholar
Peer-review-in-LLMs: Automatic Evaluation Method for LLMs in Open-environment
Kun-Peng Ning, Shuo Yang, Yu-Yang Liu, Jiang-Chao Yao +4 more
2024arXiv.org6 citations
Semantic Scholar
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
Jing-Wei Sun, Jia-Ning Zhu, Jiang-Chao Yao, Tong-Liang Liu +1 more
2026arXiv.org5 citations
Semantic Scholar
Towards Understanding On-Policy Distillation through the Lens of Test-Time Scaling
Xinmu Ge, Zi-Zhuo Zhang, Yu Huang, Jia-Ning Zhu +7 more
20265 citations
Semantic Scholar
Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning
Yuhao Wu, Jiang-Chao Yao, Bo Han, Lina Yao +1 more
2024International Conference on Machine Learning5 citations
Semantic Scholar
Towards Regularized Mixture of Predictions for Class-Imbalanced Semi-Supervised Facial Expression Recognition
Hangyu Li, Yixin Zhang, Jiang-Chao Yao, Nannan Wang +1 more
2025International Joint Conference on Artificial Intelligence4 citations Open access
Semantic Scholar
RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with Large Language Models
Xiao Feng, Bo Han, Zhan-Ke Zhou, Jiaqi Fan +4 more
2026arXiv.org3 citations
Semantic Scholar
LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities
Kalyan Nakka, Ausmit Mondal Jimmy Dani, Nitesh Saxena, Junyuan Hong +74 more
2025IJCNLP-AACL3 citations Open access
Semantic Scholar
Per-parameter Task Arithmetic for Unlearning in Large Language Models
Cheng-Yi Cai, Ze-Sheng Ye, Jiang-Chao Yao, Jian-Zhong Qi +4 more
2026arXiv.org2 citations
Semantic Scholar
Contrastive Conditional Transport for Representation Learning
Huangjie Zheng, Xu Chen, Jiang-Chao Yao, Hong-Xia Yang +6 more
2021arXiv.org2 citations
Semantic Scholar
DyPO: Dynamic Policy Optimization for Multi-Turn Interactive Reasoning
Xiao Feng, Bo Han, Zhan-Ke Zhou, Jiaqi Fan +5 more
2 citations
Semantic Scholar
TriSpec: Ternary Speculative Decoding via Lightweight Proxy Verification
Hao-Yun Jiang, Junqi He, Feng Hong, Xinlong Yang +7 more
2026arXiv.org1 citations
Semantic Scholar
CR^2: Cost-Aware Risk-Controlled Routing for Wireless Device-Edge LLM Inference
Nan Xue, Shengkang Chen, Zhi-Yong Chen, Jiang-Chao Yao +3 more
2026arXiv.org1 citations
Semantic Scholar
Trustworthy Foundation Models for Web Intelligence: Causal Perspectives and Challenges
Hao-Ang Chi, Qi Wang, Jiantong Jiang, Jiang-Chao Yao +2 more
2026The Web Conference1 citations
Semantic Scholar
Trustworthy AI under Imperfect Web Data
Jiang-Chao Yao, Feng Liu, Bo Han
2025The Web Conference1 citations Open access
Semantic Scholar
Slack Federated Adversarial Training
Jia-Ning Zhu, Bo Han, Jiang-Chao Yao, Quanming Yao +2 more
2025IEEE Transactions on Pattern Analysis and Machine Intelligence1 citations Open access
Semantic Scholar
AlphaApollo: Orchestrating Foundation Models and Professional Tools into a Self-Evolving System for Deep Agentic Reasoning
Zhan-Ke Zhou, Chen-Tao Cao, Xiao Feng, Xuan Li +13 more
2025arXiv.org1 citations
Semantic Scholar
Long-Range Neural Atom Learning for Molecular Graphs
Xuan Li, Zhan-Ke Zhou, Jiang-Chao Yao, Yu Rong +2 more
2023arXiv.org1 citations
Semantic Scholar
AlphaDiana: A Measurement System for Agents in Verifiable Reasoning Tasks
Zhan-Ke Zhou, Zong-Ze Li, Wei-Kai Huang, Xuan Li +15 more
20260 citations
Semantic Scholar
Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers
Fanqin Zeng, Feng Hong, Geng Yu, Huangjie Zheng +5 more
2026arXiv.org0 citations
Semantic Scholar
Beyond Homophily: Towards Generalized Graph Reconstruction Attack and Defense
Zhan-Ke Zhou, Bo Han, Xuan Li, Jiang-Chao Yao +2 more
2026arXiv.org0 citations
Semantic Scholar
Exploring Model Dynamics for Accumulative Poisoning Discovery
Jia-Ning Zhu, Xia-Wei Guo, Jiang-Chao Yao, Chao Du +5 more
2023International Conference on Machine Learning0 citations Open access
Semantic Scholar

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