李山山｜清华大学｜学者主页

期刊论文

2026

Role-of-Thought: Enhancing Reasoning Capability Through Implicit Knowledge Extraction via Role-Oriented Multi-Agent Collaboration

Daojian Zeng, Penghao Li, Tianle Li, Shanshan Li, T. Huang, Lincheng Jiang

Data Intelligence

DOI

2025

WIP: Evaluating the Capabilities of GPT Applications in Solving Introductory-Level Algorithm Problems

Xiaojun Wu, Shanshan Li, Ninghan Zheng, Yuchao Gao

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2025

Student Competency Assessment and Presentation Methods Based on Algorithm Courses

Yingqi Zhang, Ninghan Zheng, Shanshan Li, Weidong Liu

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2025

WIP: the Impact of Activeness on the Student Competencies and Curriculum Design of CS

Ninghan Zheng, Yingqi Zhang, Yuchao Gao, Shanshan Li, Xiaojun Wu, Weidong Liu

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2025

WIP: Experiment Exploration in Computer Organization - Design a Computer for Running Software

Shanshan Li, Ninghan Zheng, Yuchao Gao, Xiaojun Wu, Weidong Liu

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2023

融合用户评论和异构图神经网络的景点分类

李山山，郭景峰，郑超，魏宁，张丽艳

《小型微型计算机系统》

2023

Enhancing Evaluation and Feedback in Computer Organization Labs with an Automated RISC-V Processor Verification Framework

Yichuan Gao, Ziang Liu, Shanshan Li, Weidong Liu

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2018

The DevOps Lab Platform for Managing Diversified Projects in Educating Agile Software Engineering

Xiaoying Bai, Dan Pei, Mingjie Li, Shanshan Li

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2018

Continuous delivery of personalized assessment and feedback in agile software engineering projects

Xiaoying Bai, Mingjie Li, Dan Pei, Shanshan Li, Deming Ye

DOI

2016

Exploration of the Computer Hardware Experiment teaching method based on the cloud platform

Chengbin Quan, Yongqiang Chen, Shanshan Li, Zhao Youjian

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2016

Remote Network Laboratory to Support Multi-Level Network Practice

Ninghan Zheng, Chengbin Quan, Xiao‐Jun Wu, Shanshan Li, Yongqiang Chen

DOI

2015

The exploration for computer system capacity training in experimental teaching

Shanshan Li, Quan Cheng-bin, Chen Yong-qiang

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2014

面向系统能力培养的计算机专业课程体系建设实践

刘卫东，张悠慧，向勇，王生原，李山山

《中国大学教学》，No. 8

下载原文

2010

Survey of Computer Major Curriculum System of USA

Shanshan Li

Computer education

预印本

2026

TicTacBench: Benchmarking Timing Closure Capabilities of Coding Agents

Bowei Wang, Zhigang Fang, Zhijie Yang, Renzhi Chen, Shanshan Li, Lei Wang

arXiv preprint

2026

QoS-Aware RACH Preamble Slicing via Quota-Projected Branching Deep Reinforcement Learning

Jiulin Guo, Jiahan Xu, Jiashuo Zhang, Heng Yang, Yizhen Sun, Yutong Xie, Shanshan Li, Zhenyu Liu, Lei Zhang

arXiv preprint

2026

AIPOCH Open-Science: An Open-Source AI Research Workbench with Reproducible .science Packages

Wen Ouyang, Bocheng Huang, Qianyu Yao, Fei Sun, Minying Deng, Haoyue Cheng, Wenwen Zhou, Lei Mou, Yusi Wei, Jiang Li, Kun Zhu, Lei Wang, Yi Feng, Jiaheng Dai, Ke Qian, Dan Wang, Yahui Wang, Chenyi Wang, Mingsheng Lyu, Yaqiang Zhang, Ping Zheng, Chunhua Tang, Xinge Ma, Xu Zhang, Youjia Fan, Can Lu, Zhijun Dai, Man Hu, Qiqi Xie, Beinan Liu, Yuanning Guo, Yunze Liu, Jinhong Jiang, Xianjun Fu, Mingwei Zhang, Yuanji Xu, Shilin Xia, Bowen Yang, Mingjun Yu, Jingdun Xie, Xuwei Chen, Xia Zou, Yuzhou Xue, Jianguo Zhou, Chunhao Cao, Donghao Tian, Lei Huang, Jinxiao Li, Shengrong Long, Zefeng Song, Honglin Li, Jiang Luo, Wenying Jiang, Shanshan Li, Lei Dai, Ning Jiang, Ying Cai, Chaohui Li, Chunyan Peng, Hetong Zhao, Angqing Li, Chunyan Yang, Chongyang Sun, Yong Li, Xinyu Shi, Wei Dai, Ming Peng, Chen Sang, Yuanyuan Han, Desong Qiu, Haixin Miao, Jian Xu, Yi Chen, Xiaoliang Shi, Tian Shen, Teng Hu, Shuhao Wang, Yingyong Hou, Huimei Wang

arXiv preprint

2026

IncreRTL: Traceability-Guided Incremental RTL Generation under Requirement Evolution

Luanrong Chen, Renzhi Chen, Xinyu Li, Shanshan Li, Rui Gong, Lei Wang

arXiv preprint

2025

ChiseLLM: Unleashing the Power of Reasoning LLMs for Chisel Agile Hardware Development

Bowei Wang, Jiaran Gao, Yelai Feng, Renzhi Chen, Shanshan Li, Lei Wang

arXiv preprint

2025

A Grey Literature Review of AI-Native Applications

Lingli Cao, Shanshan Li, Ying Fan, Danyang Li, Chenxing Zhong

arXiv preprint

2025

A Survey on Memory-Efficient Transformer-Based Model Training in AI for Science

Kaiyuan Tian, Linbo Qiao, Baihui Liu, Gongqingjian Jiang, Shanshan Li, Dongsheng Li

arXiv preprint

DOI

2025

StyDeco: Unsupervised Style Transfer with Distilling Priors and Semantic Decoupling

Yuanlin Yang, Quanjian Song, Zhexian Gao, Ge Wang, Shanshan Li, Xiaoyan Zhang

arXiv preprint

2025

TP-MDDN: Task-Preferenced Multi-Demand-Driven Navigation with Autonomous Decision-Making

Shanshan Li, Da Huang, Yu He, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue

arXiv preprint

2025

Who is in Charge here? Understanding How Runtime Configuration Affects Software along with Variables&Constants

Chaopeng Luo, Yuanliang Zhang, Haochen He, Zhouyang Jia, Teng Wang, Shulin Zhou, Si Zheng, Shanshan Li

arXiv preprint

2025

Enhancing the Accuracy and Comprehensibility in Architectural Tactics Detection via Small Model-Augmented Prompt Engineering

Lingli Cao, He Zhang, Shanshan Li, Danyang Li, Yanjing Yang, Chenxing Zhong, Xin Zhou, Yue Xie

arXiv preprint

2024

Preference-Guided Refactored Tuning for Retrieval Augmented Code Generation

Xinyu Gao, Yun Xiong, Deze Wang, Zhenhan Guan, Zejian Shi, Haofen Wang, Shanshan Li

arXiv preprint

2024

Unseen Horizons: Unveiling the Real Capability of LLM Code Generation Beyond the Familiar

Yuanliang Zhang, Yifan Xie, Shanshan Li, Ke Liu, Chong Wang, Zhouyang Jia, Xiangbing Huang, Jie Song, Chaopeng Luo, Zhizheng Zheng, Rulin Xu, Yitong Liu, Si Zheng, Xiangke Liao

arXiv preprint

2024

Detecting Build Dependency Errors in Incremental Builds

Jun Lyu, Shanshan Li, He Zhang, Yang Zhang, Guoping Rong, Manuel Rigger

arXiv preprint

2023

One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization

Deze Wang, Boxing Chen, Shanshan Li, Wei Luo, Shaoliang Peng, Wei Dong, Xiangke Liao

arXiv preprint

2023

At Which Training Stage Does Code Data Help LLMs Reasoning?

Yingwei Ma, Yue Liu, Yue Yu, Yuanliang Zhang, Yu Jiang, Changjian Wang, Shanshan Li

arXiv preprint

2023

Image Restoration with Point Spread Function Regularization and Active Learning

Peng Jia, Jiameng Lv, Runyu Ning, Yu Song, Nan Li, Kaifan Ji, Chenzhou Cui, Shanshan Li

arXiv preprint

2023

ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer

Shanshan Li, Pan Gao, Xiaoyang Tan, Mingqiang Wei

arXiv preprint

2023

A Reference Architecture for Blockchain-based Traceability Systems Using Domain-Driven Design and Microservices

Yanze Wang, Shanshan Li, Huikun Liu, He Zhang, Bo Pan

arXiv preprint

2023

Metrics for Software Process Simulation Modeling

Bohan Liu, He Zhang, Liming Dong, Zhiqi Wang, Shanshan Li

arXiv preprint

2023

Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation

Yingwei Ma, Yue Yu, Shanshan Li, Yu Jiang, Yong Guo, Yuanliang Zhang, Yutao Xie, Xiangke Liao

arXiv preprint

2021

HFContractFuzzer: Fuzzing Hyperledger Fabric Smart Contracts for Vulnerability Detection

Mengjie Ding, Peiru Li, Shanshan Li, He Zhang

arXiv preprint

2021

DepOwl: Detecting Dependency Bugs to Prevent Compatibility Failures

Zhouyang Jia, Shanshan Li, Tingting Yu, Chen Zeng, Erci Xu, Xiaodong Liu, Ji Wang, Xiangke Liao

arXiv preprint

2021

deGraphCS: Embedding Variable-based Flow Graph for Neural Code Search

Chen Zeng, Yue Yu, Shanshan Li, Xin Xia, Zhiming Wang, Mingyang Geng, Bailin Xiao, Wei Dong, Xiangke Liao

arXiv preprint

2021

ConfInLog: Leveraging Software Logs to Infer Configuration Constraints

Shulin Zhou, Xiaodong Liu, Shanshan Li, Zhouyang Jia, Yuanliang Zhang, Teng Wang, Wang Li, Xiangke Liao

arXiv preprint

2021

An Evolutionary Study of Configuration Design and Implementation in Cloud Systems

Yuanliang Zhang, Haochen He, Owolabi Legunsen, Shanshan Li, Wei Dong, Tianyin Xu

arXiv preprint

2021

Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding

Deze Wang, Zhouyang Jia, Shanshan Li, Yue Yu, Yun Xiong, Wei Dong, Xiangke Liao

arXiv preprint

2015

On the Shoulders of Giants: Incremental Influence Maximization in Evolving Social Networks

Xiaodong Liu, Xiangke Liao, Shanshan Li, Jingying Zhang, Lisong Shao, Chenlin Huang, Liquan Xiao

arXiv preprint

2014

AstroCloud, a Cyber-Infrastructure for Astronomy Research: Data Archiving and Quality Control

Boliang He, Chenzhou Cui, Dongwei Fan, Changhua Li, Jian Xiao, Ce Yu, Chuanjun Wang, Zihuang Cao, Junyi Chen, Weimin Yi, Shanshan Li, Linying Mi, Sisi Yang

arXiv preprint

精选作品

期刊论文

Role-of-Thought: Enhancing Reasoning Capability Through Implicit Knowledge Extraction via Role-Oriented Multi-Agent Collaboration

WIP: Evaluating the Capabilities of GPT Applications in Solving Introductory-Level Algorithm Problems

Student Competency Assessment and Presentation Methods Based on Algorithm Courses

WIP: the Impact of Activeness on the Student Competencies and Curriculum Design of CS

WIP: Experiment Exploration in Computer Organization - Design a Computer for Running Software

融合用户评论和异构图神经网络的景点分类

Enhancing Evaluation and Feedback in Computer Organization Labs with an Automated RISC-V Processor Verification Framework

The DevOps Lab Platform for Managing Diversified Projects in Educating Agile Software Engineering

Continuous delivery of personalized assessment and feedback in agile software engineering projects

Exploration of the Computer Hardware Experiment teaching method based on the cloud platform

Remote Network Laboratory to Support Multi-Level Network Practice

The exploration for computer system capacity training in experimental teaching

面向系统能力培养的计算机专业课程体系建设实践

Survey of Computer Major Curriculum System of USA

预印本

TicTacBench: Benchmarking Timing Closure Capabilities of Coding Agents

QoS-Aware RACH Preamble Slicing via Quota-Projected Branching Deep Reinforcement Learning

AIPOCH Open-Science: An Open-Source AI Research Workbench with Reproducible .science Packages

IncreRTL: Traceability-Guided Incremental RTL Generation under Requirement Evolution

ChiseLLM: Unleashing the Power of Reasoning LLMs for Chisel Agile Hardware Development

A Grey Literature Review of AI-Native Applications

A Survey on Memory-Efficient Transformer-Based Model Training in AI for Science

StyDeco: Unsupervised Style Transfer with Distilling Priors and Semantic Decoupling

TP-MDDN: Task-Preferenced Multi-Demand-Driven Navigation with Autonomous Decision-Making

Who is in Charge here? Understanding How Runtime Configuration Affects Software along with Variables&Constants

Enhancing the Accuracy and Comprehensibility in Architectural Tactics Detection via Small Model-Augmented Prompt Engineering

Preference-Guided Refactored Tuning for Retrieval Augmented Code Generation

Unseen Horizons: Unveiling the Real Capability of LLM Code Generation Beyond the Familiar

Detecting Build Dependency Errors in Incremental Builds

One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization

At Which Training Stage Does Code Data Help LLMs Reasoning?

Image Restoration with Point Spread Function Regularization and Active Learning

ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer

A Reference Architecture for Blockchain-based Traceability Systems Using Domain-Driven Design and Microservices

Metrics for Software Process Simulation Modeling

Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation

HFContractFuzzer: Fuzzing Hyperledger Fabric Smart Contracts for Vulnerability Detection

DepOwl: Detecting Dependency Bugs to Prevent Compatibility Failures

deGraphCS: Embedding Variable-based Flow Graph for Neural Code Search

ConfInLog: Leveraging Software Logs to Infer Configuration Constraints

An Evolutionary Study of Configuration Design and Implementation in Cloud Systems

Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding

On the Shoulders of Giants: Incremental Influence Maximization in Evolving Social Networks

AstroCloud, a Cyber-Infrastructure for Astronomy Research: Data Archiving and Quality Control