Tsung-Yi Ho
Professor
Works on design automation for microfluidic biochips and VLSI, and on trustworthy machine learning.
Tsung-Yi Ho's lab at CUHK works on trustworthy & safe ML, accelerators, chips & architecture and soft, surgical & micro robots. 158 papers since 2023, 54 at top venues, mostly DAC and ICCAD. 18 PhD students. 3 alumni. Applications close .
At a glance
- papers, 2023–2026
- 41/ year
- at T1 venues
- 34%
- PhD students
- 18
- MS students
- 0
- alumni listed
- 3
Papers by yearfrom DBLP, 2023–2026
- 49 papers2026 · T1 3 · collecting
- 42 papers2025 · T1 18
- 38 papers2024 · T1 17
- 29 papers2023 · T1 16
T1 venuesOtherVenues: DAC, ICCAD, NeurIPS, AAAI, MICCAI
Research focuspaper titles that use each topic's words
- Accelerators, chips & architecture8 papers
- Trustworthy & safe ML4 papers
- design automation3 papers
- vlsi1 paper
- Soft, surgical & micro robots0 papers
Paper list
From DBLP.
202649 papers
- ACM Trans. Design Autom. Electr. Syst.Adaptive Control-Logic Routing with Length Matching and Fault Tolerance for FPVA Biochips Using Deep Reinforcement Learning (opens in a new tab)
- ACM Trans. Design Autom. Electr. Syst.Adaptive Redistribution Layer Routing for Chiplet-Package Co-Design in 2.5D System (opens in a new tab)
- IEEE Trans. ComputersAgeBalance: Low-Cost Lifetime Extension for SRAM-Based PIM Accelerators (opens in a new tab)
- IEEE Des. TestASP-DAC 2026: Strengthening Asia's Expanding Role in Design Automation Research (opens in a new tab)
- ACM Trans. Reconfigurable Technol. Syst.CD-LLM: A Heterogeneous Multi-FPGA System for Batched Decoding of 70B+ LLMs Using a Compute-Dedicated Architecture (opens in a new tab)
- FCCMChariot: Compiler-Aware Heterogeneous Graph Representation Learning for Automated HLS Optimization (opens in a new tab)
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.CHOP: Clustered Hybrid Optimization for Logic Synthesis With Self-Supervised Prediction (opens in a new tab)
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.Ckt2Vec: Efficient Electrical Encoding for Analog Circuit Representations in Vector Space (opens in a new tab)
- ACM Trans. Design Autom. Electr. Syst.ConfiBench: Automatic Testbench Generation with Confidence-Based Scenario Mask and Testbench Ensemble using LLMs for HDL Design (opens in a new tab)
- ASP-DACDCLOG: Don't Cares-based Logic Optimization using Pre-training Graph Neural Networks (opens in a new tab)
- Commun. ACMDefining and Evaluating Physical Safety for Large Language Models (opens in a new tab)
- ACM Trans. Design Autom. Electr. Syst.Design Automation Techniques for Microfluidic Fully Programmable Valve Array Biochips: A Systematic Survey (opens in a new tab)
202542 papers
- ACM Great Lakes Symposium on VLSIAn Optimal DFF-Oriented Technology Legalization Algorithm for Rapid Single-Flux-Quantum Circuits (opens in a new tab)
- DAC (T1)AutoRE: Bayesian-Optimization-based Automatic Reliability Enhancement Tool for Flow-based Microfluidic Biochips (opens in a new tab)
- ASPLOS (T1)BQSim: GPU-accelerated Batch Quantum Circuit Simulation using Decision Diagram (opens in a new tab)
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.Buffer and Splitter Insertion for Adiabatic Quantum-Flux-Parametron Circuits (opens in a new tab)
- NeurIPS (T1)CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention (opens in a new tab)
- ICCAD (T1)ChronoTE: Crosstalk-Aware Timing Estimation for Routing Optimization via Edge-Enhanced GNNs (opens in a new tab)
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.Combinatorial-Coding-Based High-Performance Microfluidic Control Multiplexer: Design, Synthesis, and Adaptation (opens in a new tab)
- NeurIPS (T1)CoP: Agentic Red-teaming for Large Language Models using Composition of Principles (opens in a new tab)
- Findings of ACLDefensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks (opens in a new tab)
- MLCADDr. Guide: AI-Guided Detailed Routing (opens in a new tab)
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.Efficient Cartesian Genetic Programming-Based Automatic Synthesis Framework for Reversible Quantum-Flux-Parametron Logic Circuits (opens in a new tab)
- ASP-DACFast Routing Algorithm for Mask Stitching Region of Ultra Large Wafer Scale Integration (opens in a new tab)
202438 papers
- Medical Image Anal.Achieve fairness without demographics for dermatological disease diagnosis (opens in a new tab)
- MICCAI (T1)Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis (opens in a new tab)
- ASPDACAdaptive Control-Logic Routing for Fully Programmable Valve Array Biochips Using Deep Reinforcement Learning (opens in a new tab)
- ICLR (T1)AutoVP: An Automated Visual Prompting Framework and Benchmark (opens in a new tab)
- ICML (T1)Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning (opens in a new tab)
- ACM Trans. Design Autom. Electr. Syst.Capacity-Aware Wash Optimization with Dynamic Fluid Scheduling and Channel Storage for Continuous-Flow Microfluidic Biochips (opens in a new tab)
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.Control-Logic Synthesis of Fully Programmable Valve Array Using Reinforcement Learning (opens in a new tab)
- ACM Trans. Design Autom. Electr. Syst.DeepOTF: Learning Equations-constrained Prediction for Electromagnetic Behavior (opens in a new tab)
- ACM Trans. Design Autom. Electr. Syst.Dynamic Adaptation Using Deep Reinforcement Learning for Digital Microfluidic Biochips (opens in a new tab)
- AAAI (T1)Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift (opens in a new tab)
- ACM Trans. Design Autom. Electr. Syst.Enhanced Watermarking for Paper-Based Digital Microfluidic Biochips (opens in a new tab)
- Sci. China Inf. Sci.Erratum to: Large circuit models: opportunities and challenges (opens in a new tab)
202329 papers
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.A Cooperative Multiagent Reinforcement Learning Framework for Droplet Routing in Digital Microfluidic Biochips (opens in a new tab)
- ASP-DACA Global Optimization Algorithm for Buffer and Splitter Insertion in Adiabatic Quantum-Flux-Parametron Circuits (opens in a new tab)
- MICCAI (T1)AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor (opens in a new tab)
- ICCAD (T1)ARMM: Adaptive Reliability Quantification Model of Microfluidic Designs and its Graph-Transformer-Based Implementation (opens in a new tab)
- DATEBOMIG: A Majority Logic Synthesis Framework for AQFP Logic (opens in a new tab)
- MICCAI (T1)Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation (opens in a new tab)
- ICCAD (T1)Delay-Matching Routing for Advanced Packages (opens in a new tab)
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.Design Automation for Continuous-Flow Lab-on-a-Chip Systems: A One-Pass Paradigm (opens in a new tab)
- Integr.Design-for-reliability and on-the-fly fault tolerance procedure for paper-based digital microfluidic biochips with multiple faults (opens in a new tab)
- ICCAD (T1)DLPlace: A Delay-Line Clocking-Based Placement Framework for AQFP Circuits (opens in a new tab)
- ICCAD (T1)Exact Logic Synthesis for Reversible Quantum-Flux-Parametron Logic (opens in a new tab)
- ACM Great Lakes Symposium on VLSIGAT-based Concentration Prediction for Random Microfluidic Mixers with Multiple Input Flow Rates (opens in a new tab)
Where alumni went3 listed
Apply to CUHKFall 2027
Computer Science and Engineering MPhil/PhD
- Round
- HKPFS / main round
- Opens
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- GRE
- See program page
- English
- Interview in English
- Fee
- See program page
Not yet confirmed for this intake.
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