Mingjie Liu - RankMe

163 papers A* 16A 18B 4C 4Misc 4Journal 95Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization. CoRR Shih-Yang Liu, Xin Dong, Ximing Lu, Shizhe Diao, Peter Belcak, Mingjie Liu, Min-Hung Chen, Hongxu Yin, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Yejin Choi, Jan Kautz, Pavlo Molchanov
2026	J	`jnl`	Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text. CoRR Ximing Lu, David Acuna, Jaehun Jung, Jian Hu, Di Zhang, Shizhe Diao, Yunheng Zou, Shaokun Zhang, Brandon Cui, Mingjie Liu, Hyunwoo Kim, Prithviraj Ammanabrolu, Jan Kautz, Yi Dong, Yejin Choi
2026	J	`jnl`	MolCrystalFlow: Molecular Crystal Structure Prediction via Flow Matching. CoRR Cheng Zeng, Harry W. Sullivan, Thomas Egg, Maya M. Martirossyan, Philipp Höllmer, Jirui Jin, Richard G. Hennig, Adrian Roitberg, Stefano Martiniani, Ellad B. Tadmor, Mingjie Liu
2026	A*	`conf`	PEOD: A Pixel-Aligned Event-RGB Benchmark for Object Detection Under Challenging Conditions. AAAI Luoping Cui, Hanqing Liu, Mingjie Liu, Endian Lin, Donghong Jiang, Yuhao Wang, Chuang Zhu
2026	J	`jnl`	ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents. CoRR Hao Zhang, Mingjie Liu, Shaokun Zhang, Song Han, Jian Hu, Zhenghui Jin, Yuchi Zhang, Shizhe Diao, Ximing Lu, Binfeng Xu, Zhiding Yu, Jan Kautz, Yi Dong
2026	J	`jnl`	PropMolFlow: property-guided molecule generation with geometry-complete flow matching. Nat. Comput. Sci. Cheng Zeng, Jirui Jin, Connor Ambrose, George Karypis, Mark K. Transtrum, Ellad B. Tadmor, Richard G. Hennig, Adrian Roitberg, Stefano Martiniani, Mingjie Liu
2025	J	`jnl`	A Novel Method for Wind Power Abnormal Data Identification and Cleaning Based on Boundary Modeling. IEEE Trans. Instrum. Meas. Junsheng Chen, Zhongheng Zhang, Mingjie Liu, Dong Yan, Xianlun Tang
2025	J	`jnl`	A compact analog beamforming receiver for 8-element by 8-beam massive multi-user MIMO in 65 nm CMOS. Microelectron. J. Changwei Wang, Yongjie Li, Zezheng Li, Dongwei Pang, Biao Deng, Mingjie Liu, Yan Wang, Dongfang Pan, Liguo Sun
2025	J	`jnl`	Adaptive Searching Range-Based Data Association for Multi-Object Tracking With Multi-Information Fusion. IEEE Trans. Intell. Transp. Syst. Mingjie Liu, Menghan Wu, Wentao Wang, Ping Liu, KyungHi Chang, Minglu Li, Changhao Piao
2025	J	`jnl`	All that structure matches does not glitter. CoRR Maya M. Martirossyan, Thomas Egg, Philipp Höllmer, George Karypis, Mark K. Transtrum, Adrian Roitberg, Mingjie Liu, Richard G. Hennig, Ellad B. Tadmor, Stefano Martiniani
2025	J	`jnl`	Beyond RGB and Events: Enhancing Object Detection under Adverse Lighting with Monocular Normal Maps. CoRR Mingjie Liu, Hanqing Liu, Chuang Zhu
2025	J	`jnl`	BroRL: Scaling Reinforcement Learning via Broadened Exploration. CoRR Jian Hu, Mingjie Liu, Ximing Lu, Fang Wu, Zaïd Harchaoui, Shizhe Diao, Yejin Choi, Pavlo Molchanov, June Yang, Jan Kautz, Yi Dong
2025	J	`jnl`	Comprehensive Verilog Design Problems: A Next-Generation Benchmark Dataset for Evaluating Large Language Models and Agents on RTL Design and Verification. CoRR Nathaniel Ross Pinckney, Chenhui Deng, Chia-Tung Ho, Yun-Da Tsai, Mingjie Liu, Wenfei Zhou, Brucek Khailany, Haoxing Ren
2025	A*	`conf`	CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair. ICLR Mingjie Liu, Yun-Da Tsai, Wenfei Zhou, Haoxing Ren
2025	J	`jnl`	DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning. CoRR Shih-Yang Liu, Xin Dong, Ximing Lu, Shizhe Diao, Mingjie Liu, Min-Hung Chen, Hongxu Yin, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Yejin Choi, Jan Kautz, Pavlo Molchanov
2025	A	`conf`	FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware. DATE Minwoo Kang, Mingjie Liu, Ghaith Bany Hamad, Syed M. Suhaib, Haoxing Ren
2025	J	`jnl`	Guided Diffusion for the Discovery of New Superconductors. CoRR Pawan Prakash, Jason B. Gibson, Zhongwei Li, Gabriele Di Gianluca, Juan Esquivel, Eric Fuemmeler, Benjamin Geisler, Jung Soo Kim, Adrian Roitberg, Ellad B. Tadmor, Mingjie Liu, Stefano Martiniani, Gregory R. Stewart, James J. Hamlin, Peter J. Hirschfeld, Richard G. Hennig
2025	J	`jnl`	Kalman Filter-Based High-Accuracy Indoor Positioning With NLoS Error Mitigation and Multi-Motion Model Switching. IEEE Trans. Veh. Technol. Haohui Lv, Mingjie Liu, Ping Liu, KyungHi Chang, Minglu Li, Changhao Piao
2025	A	`conf`	LLM4Verilog: Building Large-Scale, High-Quality Data Infrastructure for Verilog Code Generation via Community Efforts. ICCAD Zhongzhi Yu, Chaojian Li, Yongan Zhang, Mingjie Liu, Nathaniel Ross Pinckney, Wenfei Zhou, Rongjian Liang, Haoyu Yang, Haoxing Ren, Yingyan Celine Lin
2025	J	`jnl`	MolGuidance: Advanced Guidance Strategies for Conditional Molecular Generation with Flow Matching. CoRR Jirui Jin, Cheng Zeng, Pawan Prakash, Ellad B. Tadmor, Adrian Roitberg, Richard G. Hennig, Stefano Martiniani, Mingjie Liu
2025	A*	`conf`	Nemotron-CORTEXA: Enhancing LLM Agents for Software Engineering Tasks via Improved Localization and Solution Diversity. ICML Atefeh Sohrabizadeh, Jialin Song, Mingjie Liu, Rajarshi Roy, Chankyu Lee, Jonathan Raiman, Bryan Catanzaro
2025	A*	`conf`	Open Materials Generation with Stochastic Interpolants. ICML Philipp Höllmer, Thomas Egg, Maya M. Martirossyan, Eric Fuemmeler, Zeren Shui, Amit Gupta, Pawan Prakash, Adrian Roitberg, Mingjie Liu, George Karypis, Mark K. Transtrum, Richard G. Hennig, Ellad B. Tadmor, Stefano Martiniani
2025	J	`jnl`	Open Materials Generation with Stochastic Interpolants. CoRR Philipp Höllmer, Thomas Egg, Maya M. Martirossyan, Eric Fuemmeler, Amit Gupta, Zeren Shui, Pawan Prakash, Adrian Roitberg, Mingjie Liu, George Karypis, Mark K. Transtrum, Richard G. Hennig, Ellad B. Tadmor, Stefano Martiniani
2025	J	`jnl`	PEOD: A Pixel-Aligned Event-RGB Benchmark for Object Detection under Challenging Conditions. CoRR Luoping Cui, Hanqing Liu, Mingjie Liu, Endian Lin, Donghong Jiang, Yuhao Wang, Chuang Zhu
2025	J	`jnl`	ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models. CoRR Mingjie Liu, Shizhe Diao, Ximing Lu, Jian Hu, Xin Dong, Yejin Choi, Jan Kautz, Yi Dong
2025	J	`jnl`	RecIS: Sparse to Dense, A Unified Training Framework for Recommendation Models. CoRR Hua Zong, Qingtao Zeng, Zhengxiong Zhou, Zhihua Han, Zhensong Yan, Mingjie Liu, Hechen Sun, Jiawei Liu, Yiwen Hu, Qi Wang, YiHan Xian, Wenjie Guo, Houyuan Xiang, Zhiyuan Zeng, Xiangrong Sheng, Bencheng Yan, Nan Hu, Yuheng Huang, Jinqing Lian, Ziru Xu, Yan Zhang, Ju Huang, Siran Yang, Huimin Yi, Jiamang Wang, Pengjie Wang, Zhu Han, Jian Wu, Dan Ou, Jian Xu, Haihong Tang, Yuning Jiang, Bo Zheng, Lin Qu
2025	J	`jnl`	Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library. CoRR Weixun Wang, Shaopan Xiong, Gengru Chen, Wei Gao, Sheng Guo, Yancheng He, Ju Huang, Jiaheng Liu, Zhendong Li, Xiaoyang Li, Zichen Liu, Haizhou Zhao, Dakai An, Lunxi Cao, Qiyang Cao, Wanxi Deng, Feilei Du, Yiliang Gu, Jiahe Li, Xiang Li, Mingjie Liu, Yijia Luo, Zihe Liu, Yadao Wang, Pei Wang, Tianyuan Wu, Yanan Wu, Yuheng Zhao, Shuaibing Zhao, Jin Yang, Siran Yang, Yingshui Tan, Huimin Yi, Yuchi Xu, Yujin Yuan, Xingyao Zhang, Lin Qu, Wenbo Su, Wei Wang, Jiamang Wang, Bo Zheng
2025	J	`jnl`	Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code Generation. ACM Trans. Design Autom. Electr. Syst. Nathaniel Ross Pinckney, Christopher Batten, Mingjie Liu, Haoxing Ren, Brucek Khailany
2025	J	`jnl`	Robust Design of Detection and Low Interception Shared Waveform Based on FDA-MIMO. IEEE Trans. Veh. Technol. Mingjie Liu, Chunyang Wang, Jian Gong, Ming Tan, Lei Bao, Gangsheng Zhang
2025	J	`jnl`	Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training. CoRR Mingjie Liu, Shizhe Diao, Jian Hu, Ximing Lu, Xin Dong, Hao Zhang, Alexander Bukharin, Shaokun Zhang, Jiaqi Zeng, Makesh Narsimhan Sreedhar, Gerald Shen, David Mosallanezhad, Di Zhang, Jonas Yang, June Yang, Oleksii Kuchaiev, Guilin Liu, Zhiding Yu, Pavlo Molchanov, Yejin Choi, Jan Kautz, Yi Dong
2025	J	`jnl`	Spec2RTL-Agent: Automated Hardware Code Generation from Complex Specifications Using LLM Agent Systems. CoRR Zhongzhi Yu, Mingjie Liu, Michael Zimmer, Yingyan Celine Lin, Yong Liu, Haoxing Ren
2025	J	`jnl`	Thinned Waveform Design of MIMO Radar in Interference Environment. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Mingjie Liu, Chunyang Wang, Jian Gong, Ming Tan, Changlin Zhou
2025	J	`jnl`	ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration. CoRR Hongjin Su, Shizhe Diao, Ximing Lu, Mingjie Liu, Jiacheng Xu, Xin Dong, Yonggan Fu, Peter Belcak, Hanrong Ye, Hongxu Yin, Yi Dong, Evelina Bakhturina, Tao Yu, Yejin Choi, Jan Kautz, Pavlo Molchanov
2025	J	`jnl`	Wind turbine blades defect detection based on global and local attention with multi-feature fusion. Appl. Soft Comput. Dandan Liu, Mingjie Liu
2024	J	`jnl`	3D UAV path planning in unknown environment: A transfer reinforcement learning method based on low-rank adaption. Adv. Eng. Informatics Lan Bo, Tiezhu Zhang, Hongxin Zhang, Jichao Hong, Mingjie Liu, Caihong Zhang, Benyou Liu
2024	J	`jnl`	A Wearable Glove with Electrothermal-Controlled Ionogels for Adhesive Gripping. Adv. Intell. Syst. Shiqiang Wang, Cong Zhao, Shiqing Liu, Yuntong Li, Zhexin Xie, Lie Chen, Xiao Yu, Feiyang Yuan, Qiyi Zhang, Mingjie Liu, Wen Li
2024	J	`jnl`	A Wearable Glove with Electrothermal-Controlled Ionogels for Adhesive Gripping. Adv. Intell. Syst. Shiqiang Wang, Cong Zhao, Shiqing Liu, Yuntong Li, Zhexin Xie, Lie Chen, Xiao Yu, Feiyang Yuan, Qiyi Zhang, Mingjie Liu, Wen Li
2024	J	`jnl`	A malicious network traffic detection model based on bidirectional temporal convolutional network with multi-head self-attention mechanism. Comput. Secur. Saihua Cai, Han Xu, Mingjie Liu, Zhilin Chen, Guofeng Zhang
2024	J	`jnl`	Ambiguity Function Analysis and Optimization of Coherent FDA Radar. IEEE Geosci. Remote. Sens. Lett. Mingjie Liu, Chunyang Wang, Jian Gong, Ming Tan, Lei Bao, Changlin Zhou
2024	J	`jnl`	Assessing Economic Viability: A Comparative Analysis of Total Cost of Ownership for Domain-Adapted Large Language Models versus State-of-the-art Counterparts in Chip Design Coding Assistance. CoRR Amit Sharma, Teodor-Dumitru Ene, Kishor Kunal, Mingjie Liu, Zafar Hasan, Haoxing Ren
2024	J	`jnl`	Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning. CoRR Yun-Da Tsai, Mingjie Liu, Haoxing Ren
2024	J	`jnl`	CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair. CoRR Mingjie Liu, Yun-Da Tsai, Wenfei Zhou, Haoxing Ren
2024	Misc	`conf`	Domain-Adapted LLMs for VLSI Design and Verification: A Case Study on Formal Verification. VTS Mingjie Liu, Minwoo Kang, Ghaith Bany Hamad, Syed Suhaib, Haoxing Ren
2024	J	`jnl`	Dual SIE-FPN: Semantic and Spatial Information Enhancement for Multiscale Object Detection. IEEE Trans. Ind. Informatics Mingjie Liu, Junhu Chen, Ping Liu, Junsheng Chen, KyungHi Chang, Changhao Piao, Minglu Li
2024	J	`jnl`	FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware. CoRR Minwoo Kang, Mingjie Liu, Ghaith Bany Hamad, Syed Suhaib, Haoxing Ren
2024	J	`jnl`	Frequency diversity array joint radar jamming system shared signal design method. Digit. Signal Process. Changlin Zhou, Chunyang Wang, Lei Bao, Jian Gong, Ming Tan, Mingjie Liu
2024	J	`jnl`	How to identify patient perception of AI voice robots in the follow-up scenario? A multimodal identity perception method based on deep learning. J. Biomed. Informatics Mingjie Liu, Kuiyou Chen, Qing Ye, Hong Wu
2024	J	`jnl`	Improved Q-Learning Algorithm Based on Flower Pollination Algorithm and Tabulation Method for Unmanned Aerial Vehicle Path Planning. IEEE Access Lan Bo, Tiezhu Zhang, Hongxin Zhang, Jian Yang, Zhen Zhang, Caihong Zhang, Mingjie Liu
2024	A	`conf`	Invited Paper: LLM4HWDesign Contest: Constructing a Comprehensive Dataset for LLM-Assisted Hardware Code Generation with Community Efforts. ICCAD Zhongzhi Yu, Chaojian Li, Yongan Zhang, Mingjie Liu, Nathaniel Ross Pinckney, Wenfei Zhou, Haoyu Yang, Rongjian Liang, Haoxing Ren, Yingyan Celine Lin
2024	A*	`conf`	LLM-Evolve: Evaluation for LLM's Evolving Capability on Benchmarks. EMNLP Jiaxuan You, Mingjie Liu, Shrimai Prabhumoye, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro
2024	B	`conf`	Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation. ICTAI Wentao Wang, Xi Xiao, Mingjie Liu, Qizhen Lan, Xuanyao Huang, Qing Tian, Swalpa Kumar Roy, Tianyang Wang
2024	J	`jnl`	Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation. CoRR Wentao Wang, Xi Xiao, Mingjie Liu, Qing Tian, Xuanyao Huang, Qizhen Lan, Swalpa Kumar Roy, Tianyang Wang
2024	J	`jnl`	Post-layout simulation driven analog circuit sizing. Sci. China Inf. Sci. Xiaohan Gao, Haoyi Zhang, Siyuan Ye, Mingjie Liu, David Z. Pan, Linxiao Shen, Runsheng Wang, Yibo Lin, Ru Huang
2024	J	`jnl`	Power Allocation Scheme for Multi-Static Radar to Stably Track Self-Defense Jammers. Remote. Sens. Gangsheng Zhang, Junwei Xie, Haowei Zhang, Weike Feng, Mingjie Liu, Cong Qin
2024	J	`jnl`	Practical Prescribed-Time Consensus Under Unavailable State Measurements. IEEE Trans. Circuits Syst. II Express Briefs Na Huang, Mingjie Liu, Zhenfan Zhao, Di Huang, Xiaodong Zhao
2024	—	`conf`	PyHDL-Eval: An LLM Evaluation Framework for Hardware Design Using Python-Embedded DSLs. MLCAD Christopher Batten, Nathaniel Ross Pinckney, Mingjie Liu, Haoxing Ren, Brucek Khailany
2024	A*	`conf`	RTLFixer: Automatically Fixing RTL Syntax Errors with Large Language Model. DAC Yunda Tsai, Mingjie Liu, Haoxing Ren
2024	J	`jnl`	Reinforcement Learning for FDA-MIMO Radar Power Allocation in Congested Spectral Environments. Expert Syst. Appl. Changlin Zhou, Chunyang Wang, Jian Gong, Ming Tan, Lei Bao, Mingjie Liu
2024	J	`jnl`	Revisiting VerilogEval: Newer LLMs, In-Context Learning, and Specification-to-RTL Tasks. CoRR Nathaniel Ross Pinckney, Christopher Batten, Mingjie Liu, Haoxing Ren, Brucek Khailany
2024	J	`jnl`	Vertical Parking Trajectory Planning With the Combination of Numerical Optimization Method and Gradient Lifting Decision Tree. IEEE Trans. Consumer Electron. Ping Liu, Zhuo Chen, Mingjie Liu, Changhao Piao, Kailin Wan, Hailong Huang
2023	—	`conf`	A 9.7fJ/Conv.-Step Capacitive Sensor Readout Circuit with Incremental Zoomed Time Domain Quantization. CICC Zilong Shen, Xiyuan Tang, Zhongyi Wu, Haoyang Luo, Zongnan Wang, Mingjie Liu, Xing Zhang, Yuan Wang
2023	C	`conf`	A Small-Signal Modeling Method for Bidirectional CLLC Resonant Converter. IECON Jialing Yuan, Nong Wang, Xuehua Wang, Feng Wang, Mingjie Liu
2023	J	`jnl`	Ambiguity Function Evaluation and Optimization of the Transmitting Beamspace-Based FDA Radar. Signal Process. Changlin Zhou, Chunyang Wang, Jian Gong, Ming Tan, Lei Bao, Mingjie Liu
2023	A	`conf`	An Adversarial Active Sampling-Based Data Augmentation Framework for AI-Assisted Lithography Modeling. ICCAD Mingjie Liu, Haoyu Yang, Brucek Khailany, Haoxing Ren
2023	J	`jnl`	ChipNeMo: Domain-Adapted LLMs for Chip Design. CoRR Mingjie Liu, Teodor-Dumitru Ene, Robert Kirby, Chris Cheng, Nathaniel Ross Pinckney, Rongjian Liang, Jonah Alben, Himyanshu Anand, Sanmitra Banerjee, Ismet Bayraktaroglu, Bonita Bhaskaran, Bryan Catanzaro, Arjun Chaudhuri, Sharon Clay, Bill Dally, Laura Dang, Parikshit Deshpande, Siddhanth Dhodhi, Sameer Halepete, Eric Hill, Jiashang Hu, Sumit Jain, Brucek Khailany, Kishor Kunal, Xiaowei Li, Hao Liu, Stuart F. Oberman, Sujeet Omar, Sreedhar Pratty, Jonathan Raiman, Ambar Sarkar, Zhengjiang Shao, Hanfei Sun, Pratik P. Suthar, Varun Tej, Kaizhe Xu, Haoxing Ren
2023	—	`conf`	Delving into Effective Gradient Matching for Dataset Condensation. COINS Zixuan Jiang, Jiaqi Gu, Mingjie Liu, David Z. Pan
2023	C	`conf`	Development of a Safety Helmet Wear Detection System for Photovoltaic Power Plants using Enhanced YOLOv5 Algorithm. SAFEPROCESS Mingjie Liu, Hongbo Ran, Junsheng Chen, Jianbin Chen, Peng Yuan, Fan Ren
2023	J	`jnl`	ELight: Toward Efficient and Aging-Resilient Photonic In-Memory Neurocomputing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan
2023	J	`jnl`	Hierarchical Analog and Mixed-Signal Circuit Placement Considering System Signal Flow. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Keren Zhu, Hao Chen, Mingjie Liu, David Z. Pan
2023	J	`jnl`	Interactive Analog Layout Editing With Instant Placement and Routing Legalization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xiaohan Gao, Haoyi Zhang, Mingjie Liu, Linxiao Shen, David Z. Pan, Yibo Lin, Runsheng Wang, Ru Huang
2023	A	`conf`	Invited Paper: VerilogEval: Evaluating Large Language Models for Verilog Code Generation. ICCAD Mingjie Liu, Nathaniel Ross Pinckney, Brucek Khailany, Haoxing Ren
2023	J	`jnl`	Joint optimization of FDA-MIMO antenna selection and frequency offset to maximize SINR. Digit. Signal Process. Mingjie Liu, Chunyang Wang, Jian Gong, Ming Tan, Lei Bao, Changlin Zhou
2023	A*	`conf`	MTL-Designer: An Integrated Flow for Analysis and Synthesis of Microstrip Transmission Line. DAC Qipan Wang, Ping Liu, Liguo Jiang, Mingjie Liu, Yibo Lin, Runsheng Wang, Ru Huang
2023	—	`conf`	Occupant Attributes Recognition for Thermal Comfort in Passenger Car Cabin. ICUFN Mingjie Liu, Zhengyan He, Fan Ren, Ping Liu, Jianbin Chen, Changhao Piao
2023	J	`jnl`	Phase Characteristics and Angle Deception of Frequency-Diversity-Array-Transmitted Signals Based on Time Index within Pulse. Remote. Sens. Changlin Zhou, Chunyang Wang, Jian Gong, Ming Tan, Lei Bao, Mingjie Liu
2023	J	`jnl`	Post-Layout Simulation Driven Analog Circuit Sizing. CoRR Xiaohan Gao, Haoyi Zhang, Siyuan Ye, Mingjie Liu, David Z. Pan, Linxiao Shen, Runsheng Wang, Yibo Lin, Ru Huang
2023	J	`jnl`	RTLFixer: Automatically Fixing RTL Syntax Errors with Large Language Models. CoRR Yun-Da Tsai, Mingjie Liu, Haoxing Ren
2023	—	`conf`	Semantic Segmentation of Transmission Lines with Fusion of Convolution and Multi-Head Self-Attention. SPCNC Fan Bai, Bin Jin, Mingjie Liu, Jingqiang Wang, Jiajie Liu
2023	J	`jnl`	SqueezeLight: A Multi-Operand Ring-Based Optical Neural Network With Cross-Layer Scalability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jiaqi Gu, Chenghao Feng, Hanqing Zhu, Zheng Zhao, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan
2023	J	`jnl`	Tutorial and Perspectives on MAGICAL: A Silicon-Proven Open-Source Analog IC Layout System. IEEE Trans. Circuits Syst. II Express Briefs Keren Zhu, Hao Chen, Mingjie Liu, David Z. Pan
2023	—	`conf`	Two-channel Image Dehazing Algorithm Based on the Improved Guided Filter for Intelligent Automobile. ICUFN Ping Liu, Yang Luo, Mingjie Liu, Changhao Piao
2023	J	`jnl`	VerilogEval: Evaluating Large Language Models for Verilog Code Generation. CoRR Mingjie Liu, Nathaniel Ross Pinckney, Brucek Khailany, Haoxing Ren
2022	A*	`conf`	"So Close, yet So Far": Exploring Sexual-minority Women's Relationship-building via Online Dating in China. CHI Yichao Cui, Naomi Yamashita, Mingjie Liu, Yi-Chieh Lee
2022	—	`conf`	A Tale of EDA's Long Tail: Long-Tailed Distribution Learning for Electronic Design Automation. MLCAD Zixuan Jiang, Mingjie Liu, Zizheng Guo, Shuhan Zhang, Yibo Lin, David Z. Pan
2022	A*	`conf`	A timing engine inspired graph neural network model for pre-routing slack prediction. DAC Zizheng Guo, Mingjie Liu, Jiaqi Gu, Shuhan Zhang, David Z. Pan, Yibo Lin
2022	A*	`conf`	ADEPT: automatic differentiable DEsign of photonic tensor cores. DAC Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Mingjie Liu, Shuhan Zhang, Ray T. Chen, David Z. Pan
2022	J	`jnl`	An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design. CoRR Mingjie Liu, Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Selim Dogru, Anima Anandkumar, David Z. Pan, Brucek Khailany, Haoxing Ren
2022	—	`conf`	Automating Analog Constraint Extraction: From Heuristics to Learning: (Invited Paper). ASP-DAC Keren Zhu, Hao Chen, Mingjie Liu, David Z. Pan
2022	J	`jnl`	Delving into Effective Gradient Matching for Dataset Condensation. CoRR Zixuan Jiang, Jiaqi Gu, Mingjie Liu, David Z. Pan
2022	—	`conf`	ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement. ASP-DAC Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan
2022	J	`jnl`	FDA-MIMO Radar Robust Beamforming Based on Matrix Weighting Method. IEEE Access Changlin Zhou, Chunyang Wang, Jian Gong, Lei Bao, Geng Chen, Mingjie Liu
2022	J	`jnl`	Full Coverage Path Planning Methods of Harvesting Robot with Multi-Objective Constraints. J. Intell. Robotic Syst. Lihui Wang, Zhuoxuan Wang, Mingjie Liu, Zehua Ying, Ninghui Xu, Qian Meng
2022	—	`conf`	Generative-Adversarial-Network-Guided Well-Aware Placement for Analog Circuits. ASP-DAC Keren Zhu, Hao Chen, Mingjie Liu, Xiyuan Tang, Wei Shi, Nan Sun, David Z. Pan
2022	J	`jnl`	Implementation of Image Transmission Based on Vehicle-to-Vehicle Communication. J. Inf. Process. Syst. Chang Hao Piao, Xiaoyue Ding, Jia He, Soohyun Jang, Mingjie Liu
2022	J	`jnl`	Multi-Conditional Constraint Generative Adversarial Network-Based MR Imaging from CT Scan Data. Sensors Mingjie Liu, Wei Zou, Wentao Wang, Cheng-Bin Jin, Junsheng Chen, Chang Hao Piao
2022	—	`conf`	RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL. MLCAD Wei Shi, Hanrui Wang, Jiaqi Gu, Mingjie Liu, David Z. Pan, Song Han, Nan Sun
2022	J	`jnl`	RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL. CoRR Wei Shi, Hanrui Wang, Jiaqi Gu, Mingjie Liu, David Z. Pan, Song Han, Nan Sun
2022	J	`jnl`	The sliding mode controller with improved reaching law for harvesting robots. J. Intell. Robotic Syst. Nan Qiao, Lihui Wang, Mingjie Liu, Zhuoxuan Wang
2022	A	`conf`	Why are Graph Neural Networks Effective for EDA Problems?: (Invited Paper). ICCAD Haoxing Ren, Siddhartha Nath, Yanqing Zhang, Hao Chen, Mingjie Liu
2021	J	`jnl`	A Fast and Robust Lane Detection Method Based on Semantic Segmentation and Optical Flow Estimation. Sensors Sheng Lu, Zhaojie Luo, Feng Gao, Mingjie Liu, KyungHi Chang, Chang Hao Piao
2021	J	`jnl`	A Flexible Pressure Sensor Based on Magnetron Sputtered MoS2. Sensors Xing Pang, Qi Zhang, Yiwei Shao, Mingjie Liu, Dongliang Zhang, Yulong Zhao
2021	J	`jnl`	ADEPT: Automatic Differentiable DEsign of Photonic Tensor Cores. CoRR Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Mingjie Liu, Shuhan Zhang, Ray T. Chen, David Z. Pan
2021	J	`jnl`	ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement. CoRR Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan
2021	—	`conf`	Improved Lane Detection Network Based on Instance Segmentation. CONF-CDS Chang Hao Piao, Xutao Deng, Mingjie Liu
2021	A*	`conf`	Interactive Analog Layout Editing with Instant Placement Legalization. DAC Xiaohan Gao, Mingjie Liu, David Z. Pan, Yibo Lin
2021	—	`conf`	Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks. ASP-DAC Xiaohan Gao, Chenhui Deng, Mingjie Liu, Zhiru Zhang, David Z. Pan, Yibo Lin
2021	J	`jnl`	Long-Term Changes in the Unique and Largest Seagrass Meadows in the Bohai Sea (China) Using Satellite (1974-2019) and Sonar Data: Implication for Conservation and Restoration. Remote. Sens. Shaochun Xu, Shuai Xu, Yi Zhou, Shidong Yue, Xiaomei Zhang, Ruiting Gu, Yu Zhang, Yongliang Qiao, Mingjie Liu
2021	—	`conf`	MAGICAL 1.0: An Open-Source Fully-Automated AMS Layout Synthesis Framework Verified With a 40-nm 1GS/s Δ∑ ADC. CICC Hao Chen, Mingjie Liu, Xiyuan Tang, Keren Zhu, Abhishek Mukherjee, Nan Sun, David Z. Pan
2021	J	`jnl`	MAGICAL: An Open- Source Fully Automated Analog IC Layout System from Netlist to GDSII. IEEE Des. Test Hao Chen, Mingjie Liu, Biying Xu, Keren Zhu, Xiyuan Tang, Shaolan Li, Yibo Lin, Nan Sun, David Z. Pan
2021	J	`jnl`	Multi-Sensor Information Ensemble-Based Automatic Parking System for Vehicle Parallel/Nonparallel Initial State. Sensors Chang Hao Piao, Jun Zhang, KyungHi Chang, Yan Li, Mingjie Liu
2021	A	`conf`	OpenSAR: An Open Source Automated End-to-end SAR ADC Compiler. ICCAD Mingjie Liu, Xiyuan Tang, Keren Zhu, Hao Chen, Nan Sun, David Z. Pan
2021	J	`jnl`	Optimizer Fusion: Efficient Training with Better Locality and Parallelism. CoRR Zixuan Jiang, Jiaqi Gu, Mingjie Liu, Keren Zhu, David Z. Pan
2021	A	`conf`	Parasitic-Aware Analog Circuit Sizing with Graph Neural Networks and Bayesian Optimization. DATE Mingjie Liu, Walker J. Turner, George F. Kokai, Brucek Khailany, David Z. Pan, Haoxing Ren
2021	A	`conf`	SqueezeLight: Towards Scalable Optical Neural Networks with Multi-Operand Ring Resonators. DATE Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan
2021	J	`jnl`	Toward Hardware-Efficient Optical Neural Networks: Beyond FFT Architecture via Joint Learnability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jiaqi Gu, Zheng Zhao, Chenghao Feng, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan
2021	A*	`conf`	Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation. ICCV Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan
2021	J	`jnl`	Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation. CoRR Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan
2021	A*	`conf`	Universal Symmetry Constraint Extraction for Analog and Mixed-Signal Circuits with Graph Neural Networks. DAC Hao Chen, Keren Zhu, Mingjie Liu, Xiyuan Tang, Nan Sun, David Z. Pan
2020	—	`conf`	An Efficient Training Framework for Reversible Neural Architectures. ECCV (27) Zixuan Jiang, Keren Zhu, Mingjie Liu, Jiaqi Gu, David Z. Pan
2020	J	`jnl`	An autonomous driving controller with heading adaptive calibration for agricultural robots. Ind. Robot Nan Qiao, Lihui Wang, Mingjie Liu
2020	A*	`conf`	Closing the Design Loop: Bayesian Optimization Assisted Hierarchical Analog Layout Synthesis. DAC Mingjie Liu, Keren Zhu, Xiyuan Tang, Biying Xu, Wei Shi, Nan Sun, David Z. Pan
2020	C	`conf`	Deep Learning-Based Segmentation of Key Objects of Transmission Lines. ICEC Mingjie Liu, Yongteng Li, Xiao Wang, Renwei Tu, Zhongjie Zhu
2020	J	`jnl`	Design and Development of a Fully Printed Accelerometer with a Carbon Paste-Based Strain Gauge. Sensors Mingjie Liu, Qi Zhang, Yulong Zhao, Yiwei Shao, Dongliang Zhang
2020	A	`conf`	Effective Analog/Mixed-Signal Circuit Placement Considering System Signal Flow. ICCAD Keren Zhu, Hao Chen, Mingjie Liu, Xiyuan Tang, Nan Sun, David Z. Pan
2020	—	`conf`	Exploring Logic Optimizations with Reinforcement Learning and Graph Convolutional Network. MLCAD Keren Zhu, Mingjie Liu, Hao Chen, Zheng Zhao, David Z. Pan
2020	J	`jnl`	Infinitesimal Method Based Calculation of Metro Stray Current in Multiple Power Supply Sections. IEEE Access Sheng Lin, Qi Zhou, Xiaohong Lin, Mingjie Liu, Aimin Wang
2020	J	`jnl`	Path Tracking Control for Autonomous Harvesting Robots Based on Improved Double Arc Path Planning Algorithm. J. Intell. Robotic Syst. Lihui Wang, Mingjie Liu
2020	—	`conf`	S ASP-DAC Mingjie Liu, Wuxi Li, Keren Zhu, Biying Xu, Yibo Lin, Linxiao Shen, Xiyuan Tang, Nan Sun, David Z. Pan
2020	A	`conf`	Toward Silicon-Proven Detailed Routing for Analog and Mixed-Signal Circuits. ICCAD Hao Chen, Keren Zhu, Mingjie Liu, Xiyuan Tang, Nan Sun, David Z. Pan
2020	—	`conf`	Towards Area-Efficient Optical Neural Networks: An FFT-based Architecture. ASP-DAC Jiaqi Gu, Zheng Zhao, Chenghao Feng, Mingjie Liu, Ray T. Chen, David Z. Pan
2020	A	`conf`	Towards Decrypting the Art of Analog Layout: Placement Quality Prediction via Transfer Learning. DATE Mingjie Liu, Keren Zhu, Jiaqi Gu, Linxiao Shen, Xiyuan Tang, Nan Sun, David Z. Pan
2020	J	`jnl`	UAV-YOLO: Small Object Detection on Unmanned Aerial Vehicle Perspective. Sensors Mingjie Liu, Xianhao Wang, Anjian Zhou, Xiuyuan Fu, Yiwei Ma, Chang Hao Piao
2019	J	`jnl`	Deep CT to MR Synthesis Using Paired and Unpaired Data. Sensors Cheng-Bin Jin, Hakil Kim, Mingjie Liu, Wonmo Jung, Seongsu Joo, Eunsik Park, Young Saem Ahn, In Ho Han, Jae Il Lee, Xuenan Cui
2019	A	`conf`	GeniusRoute: A New Analog Routing Paradigm Using Generative Neural Network Guidance. ICCAD Keren Zhu, Mingjie Liu, Yibo Lin, Biying Xu, Shaolan Li, Xiyuan Tang, Nan Sun, David Z. Pan
2019	—	`conf`	Integrated Detection and Tracking for ADAS Using Deep Neural Network. MIPR Mingjie Liu, Cheng-Bin Jin, Donghun Park, Hakil Kim
2019	A	`conf`	MAGICAL: Toward Fully Automated Analog IC Layout Leveraging Human and Machine Intelligence: Invited Paper. ICCAD Biying Xu, Keren Zhu, Mingjie Liu, Yibo Lin, Shaolan Li, Xiyuan Tang, Nan Sun, David Z. Pan
2019	—	`conf`	Micro Pressure Sensors Based on Ultra-thin Amorphous Carbon Film as both Sensitive and Structural Components. IEEE SENSORS Xiaoshan Tong, Yulong Zhao, Xin Ma, Peng Guo, Qi Zhang, Mingjie Liu, Dongliang Zhang, Aiying Wang
2019	J	`jnl`	Online multiple object tracking using confidence score-based appearance model learning and hierarchical data association. IET Comput. Vis. Mingjie Liu, Cheng-Bin Jin, Bin Yang, Xuenan Cui, Hakil Kim
2018	—	`conf`	3D Printed Force Sensor with Inkjet Printed Piezoresistive Based Strain Gauge. IEEE SENSORS Mingjie Liu, Yulong Zhao, Yiwei Shao, Qi Zhang, Chuanqi Liu
2018	—	`conf`	Flexible Force Sensor with Micro-Pyramid Arrays Based on 3D Printing. IEEE SENSORS Yiwei Shao, Yulong Zhao, Mingjie Liu, Qi Zhang, Chuanqi Liu
2018	J	`jnl`	Local similarity refinement of shape-preserved warping for parallax-tolerant image stitching. IET Image Process. Wei Li, Cheng-Bin Jin, Mingjie Liu, Hakil Kim, Xuenan Cui
2018	J	`jnl`	Occlusion-robust object tracking based on the confidence of online selected hierarchical features. IET Image Process. Mingjie Liu, Cheng-Bin Jin, Bin Yang, Xuenan Cui, Hakil Kim
2018	C	`conf`	Scale-Invarinat Kernelized Correlation Filter using Convolutional Feature for Object Tracking. VEHITS Mingjie Liu, Cheng-Bin Jin, Bin Yang, Xuenan Cui, Hakil Kim
2015	B	`conf`	Finding Shortest Lattice Vectors in the Presence of Gaps. CT-RSA Wei Wei, Mingjie Liu, Xiaoyun Wang
2015	Misc	`conf`	Improved Information Set Decoding for Code-Based Cryptosystems with Constrained Memory. FAW Maoning Wang, Mingjie Liu
2015	A	`conf`	Mind Your Nonces Moving: Template-Based Partially-Sharing Nonces Attack on SM2 Digital Signature Algorithm. AsiaCCS Jiazhe Chen, Mingjie Liu, Hexin Li, Hongsong Shi
2014	J	`jnl`	A note on BDD problems with λ Inf. Process. Lett. Mingjie Liu, Xiaoyun Wang, Guangwu Xu, Xuexin Zheng
2014	J	`jnl`	Improved Linear Attacks on the Chinese Block Cipher Standard. J. Comput. Sci. Technol. Mingjie Liu, Jiazhe Chen
2013	J	`jnl`	Improved Linear Attacks on the Chinese Block Cipher Standard. IACR Cryptol. ePrint Arch. Mingjie Liu, Jiazhe Chen
2013	Misc	`conf`	Partially Known Nonces and Fault Injection Attacks on SM2 Signature Algorithm. Inscrypt Mingjie Liu, Jiazhe Chen, Hexin Li
2013	B	`conf`	Solving BDD by Enumeration: An Update. CT-RSA Mingjie Liu, Phong Q. Nguyen
2012	A	`conf`	An efficient broadcast attack against NTRU. AsiaCCS Jianwei Li, Yanbin Pan, Mingjie Liu, Guizhen Zhu
2012	B	`conf`	Cryptanalysis of a homomorphic encryption scheme from ISIT 2008. ISIT Jingguo Bi, Mingjie Liu, Xiaoyun Wang
2012	J	`jnl`	On the Multiple Fault Attack on RSA Signatures with LSBs of Messages Unknown. IACR Cryptol. ePrint Arch. Lidong Han, Wei Wei, Mingjie Liu
2012	Misc	`conf`	On the Multiple Fault Attacks on RSA Signatures with LSBs of Messages Unknown. Inscrypt Lidong Han, Wei Wei, Mingjie Liu
2011	J	`jnl`	An Efficient Broadcast Attack against NTRU. IACR Cryptol. ePrint Arch. Jianwei Li, Yanbin Pan, Mingjie Liu, Guizhen Zhu
2011	A*	`conf`	Cross-People Mobile-Phone Based Activity Recognition. IJCAI Zhongtang Zhao, Yiqiang Chen, Junfa Liu, Zhiqi Shen, Mingjie Liu
2011	A	`conf`	Improved Nguyen-Vidick heuristic sieve algorithm for shortest vector problem. AsiaCCS Xiaoyun Wang, Mingjie Liu, Chengliang Tian, Jingguo Bi
2011	A*	`conf`	Multi-Kernel Multi-Label Learning with Max-Margin Concept Network. IJCAI Wei Zhang, Xiangyang Xue, Jianping Fan, Xiaojing Huang, Bin Wu, Mingjie Liu
2011	J	`jnl`	SELM: Semi-supervised ELM with application in sparse calibrated location estimation. Neurocomputing Junfa Liu, Yiqiang Chen, Mingjie Liu, Zhongtang Zhao
2011	J	`jnl`	Shortest Lattice Vectors in the Presence of Gaps. IACR Cryptol. ePrint Arch. Mingjie Liu, Xiaoyun Wang, Guangwu Xu, Xuexin Zheng
2011	A	`conf`	Slideshow: Gesture-aware PPT presentation. ICME Yiqiang Chen, Mingjie Liu, Junfa Liu, Zhiqi Shen, Wei Pan
2010	J	`jnl`	Improved Nguyen-Vidick Heuristic Sieve Algorithm for Shortest Vector Problem. IACR Cryptol. ePrint Arch. Xiaoyun Wang, Mingjie Liu, Chengliang Tian, Jingguo Bi