Yanzhi Chen

29 papers A* 4A 1B 1Misc 2Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
ACON: Optimizing Context Compression for Long-horizon LLM Agents.
CoRR
Minki Kang, Wei-Ning Chen, Dongge Han, Huseyin A. Inan, Lukas Wutschitz, Yanzhi Chen, Robert Sim, Saravan Rajmohan
2025 J jnl
Guesswork Analysis of Guessing Decoding of Short Codes.
J. Commun. Inf. Networks
Jifan Liang, Yanzhi Chen, Xiao Ma
2025 J jnl
Neural Mutual Information Estimation with Vector Copulas.
CoRR
Yanzhi Chen, Zijing Ou, Adrian Weller, Michael U. Gutmann
2025 B conf
On Evaluating LLMs' Capabilities as Functional Approximators: A Bayesian Evaluation Framework.
COLING
Shoaib Ahmed Siddiqui, Yanzhi Chen, Juyeon Heo, Menglin Xia, Adrian Weller
2024 J jnl
A New Joint Source-Channel Coding for Short-Packet Communications.
IEEE Trans. Commun.
Qianfan Wang, Yanzhi Chen, Jifan Liang, Xiao Ma
2024 J jnl
Mutual Information Multinomial Estimation.
CoRR
Yanzhi Chen, Zijing Ou, Adrian Weller, Yingzhen Li
2024 J jnl
On Evaluating LLMs' Capabilities as Functional Approximators: A Bayesian Perspective.
CoRR
Shoaib Ahmed Siddiqui, Yanzhi Chen, Juyeon Heo, Menglin Xia, Adrian Weller
2024 J jnl
On the Weaknesses of Backdoor-based Model Watermarking: An Information-theoretic Perspective.
CoRR
Aoting Hu, Yanzhi Chen, Renjie Xie, Adrian Weller
2023 — conf
A New Joint Source-Channel Coding Scheme with Overlay Spread Spectrum Transmission.
WCSP
Yanzhi Chen, Jifan Liang, Qianfan Wang, Xiao Ma
2023 — conf
A New Joint Source-Channel Coding in the Short Blocklength Regime.
GLOBECOM (Workshops)
Qianfan Wang, Yanzhi Chen, Jifan Liang, Baodian Wei, Xiao Ma
2023 A* conf
Is Learning Summary Statistics Necessary for Likelihood-free Inference?
ICML
Yanzhi Chen, Michael U. Gutmann, Adrian Weller
2023 J jnl
Scalable Infomin Learning.
CoRR
Yanzhi Chen, Weihao Sun, Yingzhen Li, Adrian Weller
2022 A* conf
Scalable Infomin Learning.
NeurIPS
Yanzhi Chen, Weihao Sun, Yingzhen Li, Adrian Weller
2021 J jnl
A Generalizable Model-and-Data Driven Approach for Open-Set RFF Authentication.
CoRR
Renjie Xie, Wei Xu, Yanzhi Chen, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst
2021 J jnl
A Generalizable Model-and-Data Driven Approach for Open-Set RFF Authentication.
IEEE Trans. Inf. Forensics Secur.
Renjie Xie, Wei Xu, Yanzhi Chen, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst
2021 J jnl
Do Concept Bottleneck Models Learn as Intended?
CoRR
Andrei Margeloiu, Matthew Ashman, Umang Bhatt, Yanzhi Chen, Mateja Jamnik, Adrian Weller
2021 A* conf
Neural Approximate Sufficient Statistics for Implicit Models.
ICLR
Yanzhi Chen, Dinghuai Zhang, Michael U. Gutmann, Aaron C. Courville, Zhanxing Zhu
2020 J jnl
Neural Approximate Sufficient Statistics for Implicit Models.
CoRR
Yanzhi Chen, Dinghuai Zhang, Michael U. Gutmann, Aaron C. Courville, Zhanxing Zhu
2020 A* conf
On Breaking Deep Generative Model-based Defenses and Beyond.
ICML
Yanzhi Chen, Renjie Xie, Zhanxing Zhu
2019 J jnl
A Deep, Information-theoretic Framework for Robust Biometric Recognition.
CoRR
Renjie Xie, Yanzhi Chen, Yan Wo, Qiao Wang
2019 A conf
Adaptive Gaussian Copula ABC.
AISTATS
Yanzhi Chen, Michael U. Gutmann
2019 J jnl
Adaptive Gaussian Copula ABC.
CoRR
Yanzhi Chen, Michael U. Gutmann
2019 J jnl
Deep Secure Quantization: On secure biometric hashing against similarity-based attacks.
Signal Process.
Yanzhi Chen, Yan Wo, Renjie Xie, Chudan Wu, Guoqiang Han
2014 — conf
Context Based Re-ranking for Object Retrieval.
ACCV (1)
Yanzhi Chen, Anthony R. Dick, Xi Li, Rhys Hill
2014 J jnl
Ranking consistency for image matching and object retrieval.
Pattern Recognit.
Yanzhi Chen, Xi Li, Anthony R. Dick, Rhys Hill
2013 J jnl
Spatially aware feature selection and weighting for object retrieval.
Image Vis. Comput.
Yanzhi Chen, Anthony R. Dick, Xi Li, Anton van den Hengel
2012 J jnl
Boosting Object Retrieval With Group Queries.
IEEE Signal Process. Lett.
Yanzhi Chen, Xi Li, Anthony R. Dick, Anton van den Hengel
2012 Misc conf
Visual Distance Measures for Object Retrieval.
DICTA
Yanzhi Chen, Anthony R. Dick, Xi Li
2010 Misc conf
Image Retrieval with a Visual Thesaurus.
DICTA
Yanzhi Chen, Anthony R. Dick, Anton van den Hengel