Watts-inside: A hardware-software cooperative approach for Multicore Power Debugging. - Jie Chen 020; Fan Yao; Guru Venkataramani (ICCD, 2013)

JOP-alarm: Detecting jump-oriented programming-based anomalies in applications. - Fan Yao; Jie Chen 020; Guru Venkataramani (ICCD, 2013)

A comparative analysis of data center network architectures. - Fan Yao; Jingxin Wu; Guru Venkataramani; Suresh Subramaniam 001 (ICC, 2014)

A Dual Delay Timer Strategy for Optimizing Server Farm Energy. - Fan Yao; Jingxin Wu; Guru Venkataramani; Suresh Subramaniam 001 (CloudCom, 2015)

POSTER: Semantics-Aware Rule Recommendation and Enforcement for Event Paths. - Yongbo Li; Fan Yao; Tian Lan 001; Guru Venkataramani (SecureComm, 2015)

Greedy Step Averaging: A parameter-free stochastic optimization method. - Xiatian Zhang; Fan Yao; Yongjun Tian (CoRR, 2016)

SARRE: Semantics-Aware Rule Recommendation and Enforcement for Event Paths on Android. - Yongbo Li; Fan Yao; Tian Lan 001; Guru Venkataramani (IEEE Trans. Inf. Forensics Secur., 2016)

WASP: Workload Adaptive Energy-Latency Optimization in Server Farms Using Server Low-Power States. - Fan Yao; Jingxin Wu; Suresh Subramaniam 001; Guru Venkataramani (CLOUD, 2017)

StatSym: Vulnerable Path Discovery through Statistics-Guided Symbolic Execution. - Fan Yao; Yongbo Li; Yurong Chen 005; Hongfa Xue; Tian Lan 001; Guru Venkataramani (DSN, 2017)

TS-Bat: Leveraging Temporal-Spatial Batching for Data Center Energy Optimization. - Fan Yao; Jingxin Wu; Guru Venkataramani; Suresh Subramaniam 001 (GLOBECOM, 2017)

Covert Timing Channels Exploiting Non-Uniform Memory Access based Architectures. - Fan Yao; Guru Venkataramani; Milos Doroslovacki (ACM Great Lakes Symposium on VLSI, 2017)

SIMBER: Eliminating Redundant Memory Bound Checks via Statistical Inference. - Hongfa Xue; Yurong Chen 005; Fan Yao; Yongbo Li; Tian Lan 001; Guru Venkataramani (SEC, 2017)

A Noise-resilient Detection Method against Advanced Cache Timing Channel Attack. - Hongyu Fang; Sai Santosh Dayapule; Fan Yao; Milos Doroslovacki; Guru Venkataramani (ACSSC, 2018)

Prefetch-guard: Leveraging hardware prefetches to defend against cache timing channels. - Hongyu Fang; Sai Santosh Dayapule; Fan Yao; Milos Doroslovacki; Guru Venkataramani (HOST, 2018)

Are Coherence Protocol States Vulnerable to Information Leakage? - Fan Yao; Milos Doroslovacki; Guru Venkataramani (HPCA, 2018)

PopCorns: Power Optimization Using a Cooperative Network-Server Approach for Data Centers. - Bingqian Lu; Sai Santosh Dayapule; Fan Yao; Jingxin Wu; Guru Venkataramani; Suresh Subramaniam 001 (ICCCN, 2018)

PowerStar: Improving Power Efficiency in Heterogenous Processors for Bursty Workloads with Approximate Computing. - Sai Santosh Dayapule; Fan Yao; Guru Venkataramani (CloudCom, 2019)

COTSknight: Practical Defense against Cache Timing Channel Attacks using Cache Monitoring and Partitioning Technologies. - Fan Yao; Hongyu Fang; Milos Doroslovacki; Guru Venkataramani (HOST, 2019)

XBFS: eXploring Runtime Optimizations for Breadth-First Search on GPUs. - Anil Gaihre; Zhenlin Wu; Fan Yao; Hang Liu 001 (HPDC, 2019)

Negative Correlation, Non-linear Filtering, and Discovering of Repetitiveness for Cache Timing Channel Detection. - Hongyu Fang; Fan Yao; Milos Doroslovacki; Guru Venkataramani (ICASSP, 2019)

HolDCSim: A Holistic Simulator for Data Centers. - Fan Yao; Kathy Ngyugen; Sai Santosh Dayapule; Jingxin Wu; Bingqian Lu; Suresh Subramaniam 001; Guru Venkataramani (IISWC, 2019)

Are Crossbar Memories Secure? New Security Vulnerabilities in Crossbar Memories. - Vamsee Reddy Kommareddy; Baogang Zhang; Fan Yao; Rickard Ewetz; Amro Awad (IEEE Comput. Archit. Lett., 2019)

Damaged region filling by improved criminisi image inpainting algorithm for thangka. - Fan Yao (Clust. Comput., 2019)

Architecting Non-Volatile Main Memory to Guard Against Persistence-based Attacks. - Fan Yao; Guru Venkataramani (CoRR, 2019)

Towards a Better Indicator for Cache Timing Channels. - Fan Yao; Hongyu Fang; Milos Doroslovacki; Guru Venkataramani (CoRR, 2019)

HolDCSim: A Holistic Simulator for Data Centers. - Fan Yao; Kathy Ngyugen; Sai Santosh Dayapule; Jingxin Wu; Bingqian Liu; Suresh Subramaniam 001; Guru Venkataramani (CoRR, 2019)

PrODACT: Prefetch-Obfuscator to Defend Against Cache Timing Channels. - Hongyu Fang; Sai Santosh Dayapule; Fan Yao; Milos Doroslovacki; Guru Venkataramani (Int. J. Parallel Program., 2019)

Covert Timing Channels Exploiting Cache Coherence Hardware: Characterization and Defense. - Fan Yao; Milos Doroslovacki; Guru Venkataramani (Int. J. Parallel Program., 2019)

Leveraging Cache Management Hardware for Practical Defense Against Cache Timing Channel Attacks. - Fan Yao; Hongyu Fang; Milos Doroslovacki; Guru Venkataramani (IEEE Micro, 2019)

TS-BatPro: Improving Energy Efficiency in Data Centers by Leveraging Temporal-Spatial Batching. - Fan Yao; Jingxin Wu; Guru Venkataramani; Suresh Subramaniam 001 (IEEE Trans. Green Commun. Netw., 2019)

BranchSpec: Information Leakage Attacks Exploiting Speculative Branch Instruction Executions. - Md Hafizul Islam Chowdhuryy; Hang Liu 001; Fan Yao (ICCD, 2020)

Deep Learning Based Prediction Towards Designing A Smart Building Assistant System. - Ankur Sarker; Fan Yao; Haiying Shen; Huiying Zhao; Haoran Zhu; Haroon Lone; Laura Barnes; Brad Campbell; Mitchel Rosen (MASS, 2020)

Inter-task cache interference aware partitioned real-time scheduling. - Zhishan Guo; Kecheng Yang 001; Fan Yao; Amro Awad (SAC, 2020)

DeepHammer: Depleting the Intelligence of Deep Neural Networks through Targeted Chain of Bit Flips. - Fan Yao; Adnan Siraj Rakin; Deliang Fan (USENIX Security Symposium, 2020)

Cache-Zoomer: On-demand High-resolution Cache Monitoring for Security. - Hongyu Fang; Sai Santosh Dayapule; Fan Yao; Milos Doroslovacki; Guru Venkataramani (J. Hardw. Syst. Secur., 2020)

Thangka Image Inpainting Algorithm Based on Wavelet Transform and Structural Constraints. - Fan Yao (J. Inf. Process. Syst., 2020)

Red Alert for Power Leakage: Exploiting Intel RAPL-Induced Side Channels. - Zhenkai Zhang 002; Sisheng Liang; Fan Yao; Xing Gao 001 (AsiaCCS, 2021)

Augmenting Graphs to Minimize the Radius. - Joachim Gudmundsson; Yuan Sha; Fan Yao (ISAAC, 2021)

LADDER: Architecting Content and Location-aware Writes for Crossbar Resistive Memories. - Md Hafizul Islam Chowdhuryy; Muhammad Rashedul Haq Rashed; Amro Awad; Rickard Ewetz; Fan Yao (MICRO, 2021)

Seeds of SEED: NMT-Stroke: Diverting Neural Machine Translation through Hardware-based Faults. - Kunbei Cai; Md Hafizul Islam Chowdhuryy; Zhenkai Zhang 002; Fan Yao (SEED, 2021)

Seeds of SEED: R-SAW: New Side Channels Exploiting Read Asymmetry in MLC Phase Change Memories. - Md Hafizul Islam Chowdhuryy; Rickard Ewetz; Amro Awad; Fan Yao (SEED, 2021)

Reversible Action Design for Combinatorial Optimization with Reinforcement Learning. - Fan Yao; Renqin Cai; Hongning Wang (CoRR, 2021)

RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy. - Adnan Siraj Rakin; Li Yang 009; Jingtao Li; Fan Yao; Chaitali Chakrabarti; Yu Cao 001; Jae-sun Seo; Deliang Fan (CoRR, 2021)

Leaking Secrets through Modern Branch Predictor in the Speculative World. - Md Hafizul Islam Chowdhuryy; Fan Yao (CoRR, 2021)

Defeating Cache Timing Channels with Hardware Prefetchers. - Hongyu Fang; Sai Santosh Dayapule; Fan Yao; Milos Doroslovacki; Guru Venkataramani (IEEE Des. Test, 2021)

Learning the Optimal Recommendation from Explorative Users. - Fan Yao; Chuanhao Li; Denis Nekipelov; Hongning Wang; Haifeng Xu (AAAI, 2022)

STREAM: Towards READ-based In-Memory Computing for Streaming based Data Processing. - Muhammad Rashedul Haq Rashed; Sven Thijssen; Sumit Kumar Jha 001; Fan Yao; Rickard Ewetz (ASP-DAC, 2022)

Multi-Agent Learning for Iterative Dominance Elimination: Formal Barriers and New Algorithms. - Jibang Wu; Haifeng Xu; Fan Yao (COLT, 2022)

Hybrid Digital-Digital In-Memory Computing. - Muhammad Rashedul Haq Rashed; Sumit Kumar Jha 001; Fan Yao; Rickard Ewetz (DATE, 2022)

LockedDown: Exploiting Contention on Host-GPU PCIe Bus for Fun and Profit. - Mert Side; Fan Yao; Zhenkai Zhang 002 (EuroS&P, 2022)

On the Feasibility of Training-time Trojan Attacks through Hardware-based Faults in Memory. - Kunbei Cai; Zhenkai Zhang 002; Fan Yao (HOST, 2022)

Learning from a Learning User for Optimal Recommendations. - Fan Yao; Chuanhao Li; Denis Nekipelov; Hongning Wang; Haifeng Xu (ICML, 2022)

Query-Efficient and Imperceptible Attacks on Multivariate Time Series DNN Models. - Haiying Shen; Fan Yao; Tanmoy Sen; Gustavo Moreira; Ankur Sarker (IFIP Networking, 2022)

Clairvoyance: Exploiting Far-field EM Emanations of GPU to "See" Your DNN Models through Obstacles at a Distance. - Sisheng Liang; Zihao Zhan; Fan Yao; Long Cheng 005; Zhenkai Zhang 002 (SP (Workshops), 2022)

DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories. - Adnan Siraj Rakin; Md Hafizul Islam Chowdhuryy; Fan Yao; Deliang Fan (SP, 2022)

Graphics Peeping Unit: Exploiting EM Side-Channel Information of GPUs to Eavesdrop on Your Neighbors. - Zihao Zhan; Zhenkai Zhang 002; Sisheng Liang; Fan Yao; Xenofon D. Koutsoukos (SP, 2022)

T-BFA: Targeted Bit-Flip Adversarial Weight Attack. - Adnan Siraj Rakin; Zhezhi He; Jingtao Li; Fan Yao; Chaitali Chakrabarti; Deliang Fan (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Leaking Secrets Through Modern Branch Predictors in the Speculative World. - Md Hafizul Islam Chowdhuryy; Fan Yao (IEEE Trans. Computers, 2022)

TunneLs for Bootlegging: Fully Reverse-Engineering GPU TLBs for Challenging Isolation Guarantees of NVIDIA MIG. - Zhenkai Zhang 002; Tyler N. Allen; Fan Yao; Xing Gao 001; Rong Ge 002 (CCS, 2023)

D-Shield: Enabling Processor-side Encryption and Integrity Verification for Secure NVMe Drives. - Md Hafizul Islam Chowdhuryy; Myoungsoo Jung; Fan Yao; Amro Awad (HPCA, 2023)

BeKnight: Guarding Against Information Leakage in Speculatively Updated Branch Predictors. - Md Hafizul Islam Chowdhuryy; Zhenkai Zhang 002; Fan Yao (ICCAD, 2023)

How Bad is Top-K Recommendation under Competing Content Creators? - Fan Yao; Chuanhao Li; Denis Nekipelov; Hongning Wang; Haifeng Xu (ICML, 2023)

Decepticon: Attacking Secrets of Transformers. - Mujahid Al Rafi; Yuan Feng; Fan Yao; Meng Tang; Hyeran Jeon (IISWC, 2023)

Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial? - Fan Yao; Chuanhao Li; Karthik Abinav Sankararaman; Yiming Liao; Yan Zhu; Qifan Wang 001; Hongning Wang; Haifeng Xu (NeurIPS, 2023)

An End-to-End Solution for Spatial Inference in Smart Buildings. - Mingzhe Wu; Fan Yao; Hongning Wang (BuildSys, 2023)

Preference Elicitation with Soft Attributes in Interactive Recommendation. - Erdem Biyik; Fan Yao; Yinlam Chow; Alex Haig; Chih-Wei Hsu; Mohammad Ghavamzadeh; Craig Boutilier (CoRR, 2023)

PAC-learning for Strategic Classification. - Ravi Sundaram; Anil Vullikanti; Haifeng Xu; Fan Yao (J. Mach. Learn. Res., 2023)

Understanding and Characterizing Side Channels Exploiting Phase-Change Memories. - Md Hafizul Islam Chowdhuryy; Rickard Ewetz; Amro Awad; Fan Yao (IEEE Micro, 2023)

STREAM: Toward READ-Based In-Memory Computing for Streaming-Based Processing for Data-Intensive Applications. - Muhammad Rashedul Haq Rashed; Sven Thijssen; Sumit Kumar Jha 001; Fan Yao; Rickard Ewetz (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

PowSpectre: Powering Up Speculation Attacks with TSX-based Replay. - Md Hafizul Islam Chowdhuryy; Zhenkai Zhang 002; Fan Yao (AsiaCCS, 2024)

Special Session: Detecting and Defending Vulnerabilities in Heterogeneous and Monolithic Systems: Current Strategies and Future Directions. - Venkat Nitin Patnala; Sai Manoj Pudukotai Dinakarrao; Guru Venkataramani; Jie Chen 020; Preet Derasari; Milos Doroslovacki; Fan Yao; Hongyu Fang; Meron Demissie; Todd M. Austin; Lauren Biernacki; Saket Upadhyay; et al. (CASES, 2024)

VITA: ViT Acceleration for Efficient 3D Human Mesh Recovery via Hardware-Algorithm Co-Design. - Shilin Tian; Chase Szafranski; Ce Zheng; Fan Yao; Ahmed Louri; Chen Chen 001; Hao Zheng 005 (DAC, 2024)

WBP: Training-Time Backdoor Attacks Through Hardware-Based Weight Bit Poisoning. - Kunbei Cai; Zhenkai Zhang 002; Qian Lou; Fan Yao (ECCV (65), 2024)

Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict? - Fan Yao; Chuanhao Li; Denis Nekipelov; Hongning Wang; Haifeng Xu (ICML, 2024)

MetaLeak: Uncovering Side Channels in Secure Processor Architectures Exploiting Metadata. - Md Hafizul Islam Chowdhuryy; Hao Zheng 005; Fan Yao (ISCA, 2024)

User Welfare Optimization in Recommender Systems with Competing Content Creators. - Fan Yao; Yiming Liao; Mingzhe Wu; Chuanhao Li; Yan Zhu; James Yang; Jingzhou Liu; Qifan Wang 001; Haifeng Xu; Hongning Wang (KDD, 2024)

IvLeague: Side Channel-Resistant Secure Architectures Using Isolated Domains of Dynamic Integrity Trees. - Md Hafizul Islam Chowdhuryy; Fan Yao (MICRO, 2024)

Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms. - Fan Yao; Yiming Liao; Jingzhou Liu; Shaoliang Nie; Qifan Wang 001; Haifeng Xu; Hongning Wang (NeurIPS, 2024)

DeepVenom: Persistent DNN Backdoors Exploiting Transient Weight Perturbations in Memories. - Kunbei Cai; Md Hafizul Islam Chowdhuryy; Zhenkai Zhang 002; Fan Yao (SP, 2024)

Invalidate+Compare: A Timer-Free GPU Cache Attack Primitive. - Zhenkai Zhang 002; Kunbei Cai; Yanan Guo; Fan Yao; Xing Gao 001 (USENIX Security Symposium, 2024)

User Welfare Optimization in Recommender Systems with Competing Content Creators. - Fan Yao; Yiming Liao; Mingzhe Wu; Chuanhao Li; Yan Zhu; James Yang; Qifan Wang 001; Haifeng Xu; Hongning Wang (CoRR, 2024)

The Complexity of Tullock Contests. - Yu He; Fan Yao; Yang Yu; Xiaoyun Qiu; Minming Li; Haifeng Xu (CoRR, 2024)

Learning from Imperfect Human Feedback: A Tale from Corruption-Robust Dueling. - Yuwei Cheng; Fan Yao; Xuefeng Liu; Haifeng Xu (ICLR, 2025)

Single-agent Poisoning Attacks Suffice to Ruin Multi-Agent Learning. - Fan Yao; Yuwei Cheng; Ermin Wei; Haifeng Xu (ICLR, 2025)

CEFSW'25: The 2nd Collaboration and Evolution of Foundation and Specialized Models Workshop. - Shengyu Zhang 001; Fan Yao; Yujie Lu; Chaoyue Niu; Hongxia Yang; Fan Wu 006; Fei Wu 001 (ICMR, 2025)

Policy Design for Two-sided Platforms with Participation Dynamics. - Haruka Kiyohara; Fan Yao; Sarah Dean (CoRR, 2025)

Securing Transformer-based AI Execution via Unified TEEs and Crypto-protected Accelerators. - Jiaqi Xue; Yifei Zhao; Mengxin Zheng; Fan Yao; Yan Solihin; Qian Lou (CoRR, 2025)

Strategic Filtering for Content Moderation: Free Speech or Free of Distortion? - Saba Ahmadi; Avrim Blum; Haifeng Xu; Fan Yao (CoRR, 2025)