1 on Zheng (Zane) Wang https://zwang4.github.io/publication_types/1/ Recent content in 1 on Zheng (Zane) Wang Hugo -- gohugo.io en-gb © 2019 Mon, 12 Jan 2026 00:00:00 +0000 SuperEar: Eavesdropping on Mobile Voice Calls via Stealthy Acoustic Metamaterial https://zwang4.github.io/publication/www26/ Mon, 12 Jan 2026 00:00:00 +0000 https://zwang4.github.io/publication/www26/ Heavy-Ball Momentum Method in Continuous Time and Discretization Error Analysis https://zwang4.github.io/publication/nips25/ Thu, 18 Sep 2025 09:00:00 +0100 https://zwang4.github.io/publication/nips25/ Tuning LLM-based Code Optimization via Meta-Prompting: An Industrial Perspective https://zwang4.github.io/publication/ase25/ Thu, 11 Sep 2025 12:00:00 +0100 https://zwang4.github.io/publication/ase25/ Sweet or Sour CHERI: Performance Characterization of the Arm Morello Platform https://zwang4.github.io/publication/iiswc25/ Wed, 20 Aug 2025 12:00:00 +0100 https://zwang4.github.io/publication/iiswc25/ MetaGuardian: Enhancing Voice Assistant Security through Advanced Acoustic Metamaterial https://zwang4.github.io/publication/mobicom25/ Fri, 20 Jun 2025 12:00:00 +0100 https://zwang4.github.io/publication/mobicom25/ SecureMind: A Framework for Benchmarking Large Language Models in Memory Bug Detection and Repair https://zwang4.github.io/publication/ismm25/ Sat, 03 May 2025 00:00:00 +0100 https://zwang4.github.io/publication/ismm25/ Dataflow-Guided Neuro-Symbolic Language Models for Type Inference https://zwang4.github.io/publication/icml25/ Wed, 30 Apr 2025 12:00:00 +0100 https://zwang4.github.io/publication/icml25/ Optimizing Personalized Federated Learning through Adaptive Layer-Wise Learning https://zwang4.github.io/publication/ijcai25/ Tue, 29 Apr 2025 00:00:00 +0100 https://zwang4.github.io/publication/ijcai25/ Towards Diverse Program Transformations for Program Simplification https://zwang4.github.io/publication/fse25/ Wed, 15 Jan 2025 00:00:00 +0000 https://zwang4.github.io/publication/fse25/ Enhancing Deployment-time Predictive Model Robustness for Code Analysis and Optimization https://zwang4.github.io/publication/cgo25/ Fri, 03 Jan 2025 12:00:00 +0000 https://zwang4.github.io/publication/cgo25/ Accelerating Tensor-train Decomposition on Graph Neural Networks https://zwang4.github.io/publication/ipdps25-1/ Thu, 02 Jan 2025 00:00:00 +0000 https://zwang4.github.io/publication/ipdps25-1/ Leveraging Compilation Statistics for Compiler Phase Ordering https://zwang4.github.io/publication/ipdps25-2/ Thu, 02 Jan 2025 00:00:00 +0000 https://zwang4.github.io/publication/ipdps25-2/ Effects of Momentum in Implicit Bias of Gradient Flow for Diagonal Linear Networks https://zwang4.github.io/publication/aaai25/ Tue, 10 Dec 2024 00:00:00 +0000 https://zwang4.github.io/publication/aaai25/ Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly https://zwang4.github.io/publication/emnlp24-2/ Mon, 21 Oct 2024 00:00:00 +0100 https://zwang4.github.io/publication/emnlp24-2/ Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback https://zwang4.github.io/publication/acl24/ Sun, 20 Oct 2024 00:00:00 +0100 https://zwang4.github.io/publication/acl24/ UPBEAT: Test Input Checks of Q# Quantum Libraries https://zwang4.github.io/publication/issta24/ Sun, 03 Mar 2024 00:00:00 +0000 https://zwang4.github.io/publication/issta24/ Combining Structured Static Code Information and Dynamic Symbolic Traces for Software Vulnerability Prediction https://zwang4.github.io/publication/icse24/ Sun, 14 Jan 2024 00:00:00 +0000 https://zwang4.github.io/publication/icse24/ Optimizing Deep Learning Inference via Global Analysis and Tensor Expressions https://zwang4.github.io/publication/asplos24/ Fri, 12 Jan 2024 00:00:00 +0000 https://zwang4.github.io/publication/asplos24/ A Generative and Mutational Approach for Synthesizing Bug-Exposing Test Cases to Guide Compiler Fuzzing https://zwang4.github.io/publication/fse23/ Sat, 24 Jun 2023 00:00:00 +0100 https://zwang4.github.io/publication/fse23/ Optimizing Direct Convolutions on ARM Multi-Cores https://zwang4.github.io/publication/sc23-2/ Sat, 17 Jun 2023 00:00:00 +0100 https://zwang4.github.io/publication/sc23-2/ Optimizing MPI Collectives on Shared Memory Multi-cores https://zwang4.github.io/publication/sc23-1/ Sat, 17 Jun 2023 00:00:00 +0100 https://zwang4.github.io/publication/sc23-1/ HighRPM: Combining Integrated Measurement and Power Modeling for High-Resolution Power Monitoring https://zwang4.github.io/publication/icpp23/ Fri, 16 Jun 2023 00:00:00 +0100 https://zwang4.github.io/publication/icpp23/ ChatGPT, Make a Secure Malloc for me https://zwang4.github.io/publication/plarch23/ Sun, 14 May 2023 00:00:00 +0100 https://zwang4.github.io/publication/plarch23/ Optimizing Multi-grid Computation and Parallelization on Multi-cores https://zwang4.github.io/publication/ics23/ Fri, 14 Apr 2023 00:00:00 +0100 https://zwang4.github.io/publication/ics23/ Memory-aware Optimization for Sequences of Sparse Matrix-Vector Multiplications https://zwang4.github.io/publication/ipdps23/ Sun, 01 Jan 2023 00:00:00 +0000 https://zwang4.github.io/publication/ipdps23/ HiGIL: Hierarchical Graph Inference Learning for Fact Checking https://zwang4.github.io/publication/icdm/ Thu, 13 Oct 2022 00:00:00 +0100 https://zwang4.github.io/publication/icdm/ STRONGHOLD: Fast and Affordable Billion-scale Deep Learning Model Training https://zwang4.github.io/publication/sc22-2/ Tue, 14 Jun 2022 00:00:00 +0100 https://zwang4.github.io/publication/sc22-2/ Towards Scalable Supercomputing Resource Management https://zwang4.github.io/publication/sc22-1/ Mon, 13 Jun 2022 00:00:00 +0100 https://zwang4.github.io/publication/sc22-1/ AIACC-Training: Optimizing Distributed Deep Learning Training through Multi-streamed and Concurrent Gradient Communications https://zwang4.github.io/publication/icdcs22/ Mon, 04 Apr 2022 00:00:00 +0100 https://zwang4.github.io/publication/icdcs22/ Automating Reinforcement Learning Architecture Design for Code Optimization https://zwang4.github.io/publication/cc22/ Mon, 28 Feb 2022 00:00:00 +0000 https://zwang4.github.io/publication/cc22/ Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding https://zwang4.github.io/publication/acl22/ Fri, 25 Feb 2022 00:00:00 +0000 https://zwang4.github.io/publication/acl22/ Parallelizing and Balancing Large-scale Coupled DSMC/PIC Based Particle Simulations https://zwang4.github.io/publication/ipdps22/ Sat, 22 Jan 2022 00:00:00 +0000 https://zwang4.github.io/publication/ipdps22/ Explicitly Modeling Importance and Coherence for Timeline Summarization https://zwang4.github.io/publication/icassp22/ Fri, 21 Jan 2022 00:00:00 +0000 https://zwang4.github.io/publication/icassp22/ Optimizing Sparse Matrix Multiplications for Graph Neural Networks https://zwang4.github.io/publication/lcpc21/ Wed, 01 Sep 2021 00:00:00 +0100 https://zwang4.github.io/publication/lcpc21/ RISE: Robust Wireless Sensing using Probabilistic and Statistical Assessments https://zwang4.github.io/publication/mobicom21/ Fri, 06 Aug 2021 00:00:00 +0100 https://zwang4.github.io/publication/mobicom21/ LibShalom: Optimizing Small and Irregular-shaped Matrix Multiplications on ARMv8 Multi-Cores https://zwang4.github.io/publication/sc21/ Tue, 22 Jun 2021 00:00:00 +0100 https://zwang4.github.io/publication/sc21/ HyFM: Function Merging for Free https://zwang4.github.io/publication/lctes21/ Fri, 09 Apr 2021 00:00:00 +0100 https://zwang4.github.io/publication/lctes21/ Automated Conformance Testing for JavaScript Engines via Deep Compiler Fuzzing https://zwang4.github.io/publication/pldi21/ Thu, 25 Feb 2021 00:00:00 +0000 https://zwang4.github.io/publication/pldi21/ Deep Program Structure Modeling Through Multi-Relational Graph-based Learning https://zwang4.github.io/publication/pact20/ Mon, 06 Jul 2020 11:00:00 +0100 https://zwang4.github.io/publication/pact20/ Neighborhood Matching Network for Entity Alignment https://zwang4.github.io/publication/acl20/ Wed, 01 Apr 2020 00:00:00 +0100 https://zwang4.github.io/publication/acl20/ Effective Function Merging in the SSA Form https://zwang4.github.io/publication/pldi20/ Thu, 27 Feb 2020 00:00:00 +0000 https://zwang4.github.io/publication/pldi20/ Vectorization-Aware Loop Unrolling with Seed Forwarding https://zwang4.github.io/publication/cc20/ Thu, 02 Jan 2020 00:00:00 +0000 https://zwang4.github.io/publication/cc20/ Camel: Smart, Adaptive Energy Optimization for Mobile Web Interactions https://zwang4.github.io/publication/infocom20/ Wed, 01 Jan 2020 00:00:00 +0000 https://zwang4.github.io/publication/infocom20/ Jointly Learning Entity and Relation Representations for Entity Alignment https://zwang4.github.io/publication/emnlp19/ Tue, 13 Aug 2019 00:00:00 +0000 https://zwang4.github.io/publication/emnlp19/ WideSee: Towards Wide-Area Contactless Wireless Sensing https://zwang4.github.io/publication/sensys19/ Sat, 13 Jul 2019 00:00:00 +0100 https://zwang4.github.io/publication/sensys19/ Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs https://zwang4.github.io/publication/ijcai19/ Fri, 10 May 2019 00:00:00 +0000 https://zwang4.github.io/publication/ijcai19/ Function Merging by Sequence Alignment https://zwang4.github.io/publication/cgo19/ Wed, 02 Jan 2019 12:00:00 +0000 https://zwang4.github.io/publication/cgo19/ Lattice CNNs for Matching Based Chinese Question Answering https://zwang4.github.io/publication/aaai19/ Tue, 01 Jan 2019 00:00:00 +0000 https://zwang4.github.io/publication/aaai19/ Exploiting Code Diversity to Enhance Code Virtualization Protection https://zwang4.github.io/publication/icpads18/ Sat, 01 Sep 2018 00:00:00 +0000 https://zwang4.github.io/publication/icpads18/ Proteus: Network-aware Web Browsing on Heterogeneous Mobile Systems https://zwang4.github.io/publication/conext18/ Fri, 10 Aug 2018 00:00:00 +0100 https://zwang4.github.io/publication/conext18/ Yet Another Text Captcha Solver: A Generative Adversarial Network Based Approach https://zwang4.github.io/publication/ccs18/ Wed, 04 Jul 2018 00:00:00 +0000 https://zwang4.github.io/publication/ccs18/ CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing https://zwang4.github.io/publication/mobicom18/ Sun, 01 Jul 2018 00:00:00 +0100 https://zwang4.github.io/publication/mobicom18/ To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference https://zwang4.github.io/publication/ispa18/ Fri, 01 Jun 2018 00:00:00 +0000 https://zwang4.github.io/publication/ispa18/ Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach https://zwang4.github.io/publication/ijcai18/ Tue, 01 May 2018 00:00:00 +0100 https://zwang4.github.io/publication/ijcai18/ Marrying up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding https://zwang4.github.io/publication/acl18/ Sun, 01 Apr 2018 00:00:00 +0000 https://zwang4.github.io/publication/acl18/ Adaptive Deep Learning Model Selection on Embedded Systems https://zwang4.github.io/publication/lctes18/ Thu, 01 Mar 2018 00:00:00 +0000 https://zwang4.github.io/publication/lctes18/ Auto-tuning Streamed Applications on Intel Xeon Phi https://zwang4.github.io/publication/ipdps18/ Sun, 07 Jan 2018 00:00:00 +0000 https://zwang4.github.io/publication/ipdps18/ Scale Up Event Extraction Learning via Automatic Training Data Generation https://zwang4.github.io/publication/aaai18/ Fri, 05 Jan 2018 00:00:00 +0000 https://zwang4.github.io/publication/aaai18/ MOCL: An Efficient OpenCL Implementation for the Matrix-2000 Architecture https://zwang4.github.io/publication/cf18/ Mon, 01 Jan 2018 00:00:00 +0000 https://zwang4.github.io/publication/cf18/ Towards Large-Scale RFID Positioning: A Low-cost, High-precision Solution Based on Compressive Sensing https://zwang4.github.io/publication/percom18/ Mon, 01 Jan 2018 00:00:00 +0000 https://zwang4.github.io/publication/percom18/ Improving Spark Application Throughput Via Memory Aware Task Co-location: A Mixture of Experts Approach https://zwang4.github.io/publication/middleware17/ Sun, 17 Dec 2017 00:00:00 +0000 https://zwang4.github.io/publication/middleware17/ Cracking Android Pattern Lock in Five Attempts https://zwang4.github.io/publication/ndss17/ Thu, 28 Sep 2017 00:00:00 +0100 https://zwang4.github.io/publication/ndss17/ End-to-end Deep Learning of Optimization Heuristics https://zwang4.github.io/publication/pact17/ Sat, 01 Jul 2017 11:00:00 +0100 https://zwang4.github.io/publication/pact17/ Synthesizing Benchmarks for Predictive Modeling https://zwang4.github.io/publication/cgo17-1/ Fri, 02 Jun 2017 12:00:00 +0100 https://zwang4.github.io/publication/cgo17-1/ Minimizing the cost of iterative compilation with active learning https://zwang4.github.io/publication/cgo17-2/ Fri, 02 Jun 2017 10:00:00 +0100 https://zwang4.github.io/publication/cgo17-2/ Real-Time Power Cycling in Video on Demand Data Centres using Online Bayesian Prediction https://zwang4.github.io/publication/icdcs17/ Fri, 28 Apr 2017 00:00:00 +0100 https://zwang4.github.io/publication/icdcs17/ Optimise Web Browsing on Heterogeneous Mobile Platforms: A Machine Learning Based Approach https://zwang4.github.io/publication/infocom17/ Sun, 02 Apr 2017 00:00:00 +0100 https://zwang4.github.io/publication/infocom17/ Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix https://zwang4.github.io/publication/acl17/ Sat, 01 Apr 2017 00:00:00 +0000 https://zwang4.github.io/publication/acl17/ Adaptive Optimization for OpenCL Programs on Embedded Heterogeneous Systems https://zwang4.github.io/publication/lctes17/ Tue, 28 Mar 2017 00:00:00 +0100 https://zwang4.github.io/publication/lctes17/ SEEAD: A Semantic-based Approach for Automatic Binary Code De-obfuscation https://zwang4.github.io/publication/trustcom17/ Sun, 01 Jan 2017 00:00:00 +0000 https://zwang4.github.io/publication/trustcom17/ Exploiting Dynamic Scheduling for VM-Based Code Obfuscation https://zwang4.github.io/publication/truscom16/ Thu, 01 Sep 2016 00:00:00 +0100 https://zwang4.github.io/publication/truscom16/ Power capping: what works, what does not https://zwang4.github.io/publication/icpads15/ Tue, 01 Dec 2015 00:00:00 +0000 https://zwang4.github.io/publication/icpads15/ Intelligent heuristic construction with active learning https://zwang4.github.io/publication/cpc15/ Thu, 01 Jan 2015 00:00:00 +0000 https://zwang4.github.io/publication/cpc15/ Fast automatic heuristic construction using active learning https://zwang4.github.io/publication/lcpc14/ Mon, 01 Sep 2014 00:00:00 +0000 https://zwang4.github.io/publication/lcpc14/ Active learning accelerated automatic heuristic construction for parallel program mapping https://zwang4.github.io/publication/pact14/ Wed, 01 Jan 2014 00:00:00 +0000 https://zwang4.github.io/publication/pact14/ Exploitation of GPUs for the parallelisation of probably parallel legacy code https://zwang4.github.io/publication/cc14/ Wed, 01 Jan 2014 00:00:00 +0000 https://zwang4.github.io/publication/cc14/ Smart multi-task scheduling for OpenCL programs on CPU/GPU heterogeneous platforms https://zwang4.github.io/publication/hipc14/ Wed, 01 Jan 2014 00:00:00 +0000 https://zwang4.github.io/publication/hipc14/ Smart, adaptive mapping of parallelism in the presence of external workload https://zwang4.github.io/publication/cgo13-1/ Fri, 01 Feb 2013 00:00:00 +0000 https://zwang4.github.io/publication/cgo13-1/ Portable mapping of data parallel programs to OpenCL for heterogeneous systems https://zwang4.github.io/publication/cgo13-2/ Tue, 01 Jan 2013 00:00:00 +0000 https://zwang4.github.io/publication/cgo13-2/ A workload-aware mapping approach for data-parallel programs https://zwang4.github.io/publication/hipeac11/ Sat, 01 Jan 2011 00:00:00 +0000 https://zwang4.github.io/publication/hipeac11/ Partitioning streaming parallelism for multi-cores: a machine learning based approach https://zwang4.github.io/publication/pact10/ Fri, 01 Jan 2010 00:00:00 +0000 https://zwang4.github.io/publication/pact10/ Towards a Holistic Approach to Auto-Parallelization - Integrating Profile-Driven Parallelism Detection and Machine-Learning Based Mapping https://zwang4.github.io/publication/pldi09/ Tue, 01 Dec 2009 00:00:00 +0000 https://zwang4.github.io/publication/pldi09/ Mapping Parallelism to Multi-cores: A Machine Learning Based Approach https://zwang4.github.io/publication/ppopp09/ Sun, 01 Feb 2009 00:00:00 +0000 https://zwang4.github.io/publication/ppopp09/