Submissions from 2026
Quantitative bounds on resource usage of probabilistic programs, Krishnendu CHATTERJEE, Amir Kafshdar GOHARSHADY, Tobias MEGGENDORFER, and Dorde ZIKELIC Journal Article
AgentSpec: Customizable runtime enforcement for safe and reliable LLM agents, Haoyu WANG, Christopher M. POSKITT, and Jun SUN Conference Proceeding Article
Portrait shadow removal via self-exemplar illumination equalization, Qian HUANG, Cheng XU, Guiqing LI, Ziheng WU, Shengxin LIU, and Shengfeng HE Conference Proceeding Article
Weakly supervised video anomaly detection and localization with spatio-temporal prompts, Peng WU, Xuerong ZHOU, Guansong PANG, Zhiwei YANG, Qingsen YAN, Peng WANG, and Yanning ZHANG Conference Proceeding Article
Comprehensively evaluating the perception systems of autonomous vehicles against hazards, Xiaodong ZHANG, Jie BAO, Jianlei CHI, Jun SUN, and Zijiang YANG Journal Article
OpenCIL: Benchmarking out-of-distribution detection in class incremental learning, Wenjun MIAO, Guansong PANG, Trong-Tung NGUYEN, Ruohuan FANG, Jin ZHENG, and Xiao BAI Journal Article
A case study of gender and online team communication in software engineering education, Rita GARCIA and Christoph TREUDE Journal Article
Do comments and expertise still matter? An experiment on programmers’ adoption of AI-generated JavaScript code, Changwen LI, Christoph TREUDE, and Ofir TUREL Journal Article
Submissions from 2025
Digital communications between firms and investors: Impact of explanatory responses on investor engagement in online financial Q&A, Runyu WANG, Zili ZHANG, Keng SIAU, and Ziqiong ZHANG Journal Article
Upright-Net+: Enhanced learning of upright orientation for 3D point clouds, Xufang PANG, Feng LI, Hongjie ZHUANG, Ning DING, Xiaopin ZHONG, Shengfeng HE, Wenxi LIU, and Bo JIANG Journal Article
A learning‑augmented dynamic programming approach for orienteering problem with time windows, Guansheng PENG, Lining XING, Fuyan SONG MA, Aldy GUNAWAN, and Aldy GUNAWAN Conference Proceeding Article
BackdoorLLM: A comprehensive benchmark for backdoor attacks and defenses on large language models, Yige LI, Hanxun HUANG, Yunhan ZHAO, Xingjun MA, and Jun SUN Conference Proceeding Article
ContX: Scene context prediction via context bank and layout perception, Jingxin LIANG, Yangyang XU, Haorui SONG, Yuan LU, Yuhui DENG, Yiyi LONG, Yan HUANG, Shengxin LIU, Jianbo JIAO, and Shengfeng HE Journal Article
GRIFFIN: Effective token alignment for faster speculative decoding, Shijing HU, Jingyang LI, Xingyu XIE, Zhihui LU, Kim-Chuan TOH, and Pan ZHOU Conference Proceeding Article
SoPo: Text-to-motion generation using semi-online preference optimization, Xiaofeng TAN, Hongsong WANG, Xin GENG, and Pan ZHOU Conference Proceeding Article
Branch-and-cut-and-price for agile Earth observation satellite scheduling, Guansheng PENG, Jianjiang WANG, Guopeng SONG, Aldy GUNAWAN, Lining XING, and Pieter VANSTEENWEGEN Journal Article
DAMSLNet: Dual-Attention Multi-Scale Lightweight Network for plant disease classification, Linfan DENG, Juan QIN, Kun LI, Jinhua ZHU, and Zhaoxia WANG Journal Article
Deep reinforcement learning for solving the stochastic e-waste collection problem, Dang Viet Anh NGUYEN, Aldy GUNAWAN, Mustafa MISIR, Kwan Hui LIM, and Pieter VANSTEENWEGEN Journal Article
Generative AI and empirical software engineering: A paradigm shift, Christoph TREUDE and Margaret-Anne STOREY Conference Proceeding Article
Predict social economic outcomes by transferred knowledge with satellite imagery, Yang TANG, Shih-Fen CHENG, Yunqiang ZHU, Yichen YANG, and Zhiqiang ZOU Conference Proceeding Article
Pricing strategies in global channels: Considering the effects of parallel trade, Yuan-Mao KAO, Yang YANG, Shih-Fen CHENG, and Cheng-Hung WU Journal Article
Sketch-SparseNet: Sparse convolution framework for sketch recognition, Jingru YANG, Jin WANG, Yang ZHOU, Guodong LU, Yu SUN, Huan YU, Heming FANG, Zhihui LI, and Shengfeng HE Journal Article
Trace your footprint: Efficient spatial keyword query over encrypted trajectory data, Yinbin MIAO; Xin WANG; Shu ZHANG; Xinghua LI; Shujiang XU; Zhiquan LIU; Kin-Kwang Raymond CHOO; and DENG, Robert H. Journal Article
Zeroth-order fine-tuning of LLMs in random subspaces, Ziming YU, Pan ZHOU, Sike WANG, Jia LI, Mi TIAN, and Hua HUANG Conference Proceeding Article
VolumeSwap: Volumetric decomposed 3D-Aware face swapping, Yuyuan CHEN, Cheng XU, Xuemiao XU, Xiaofen XING, Yangyang XU, Weiying ZHENG, Shaoyu HUANG, and Shengfeng HE Journal Article
Delving into invisible semantics for generalized one-shot neural human rendering, Yihong LIN, Xuemiao XU, Huaidong ZHANG, Cheng XU, Weijie LI, Yi XIE, Jing QIN, and Shengfeng HE Journal Article
Classical shadows with improved median-of-means estimation, Winston FU, Dax Enshan KOH, Siong Thye GOH, and Jian Feng KONG Journal Article
CookingDiffusion: Cooking procedural image generation with Stable Diffusion, Yuan WANG, Bin ZHU, Yanbin HAO, Chong-wah NGO, Yi TAN, and Xiang WANG Journal Article
Deep learning for hate speech detection: A comparative study, Jitendra Singh MALIK, Hezhe QIAO, Guansong PANG, and Anton Van Den HENGEL Journal Article
Enhancing fine-grained vulnerability detection with reinforcement learning, Yuan JIANG, Zhichen QU, Christoph TREUDE, Xiaohong SU, and Tiantian WANG Journal Article
Exploring object status recognition for recipe progress tracking in non-visual cooking, Franklin Mingzhe LI, Kaitlyn NG, Bin ZHU, and Patrick CARRINGTON Conference Proceeding Article
From holistic to localized: Local enhanced adapters for efficient visual instruction fine-tuning, Pengkun JIAO, Bin ZHU, Jingjing CHEN, Chong-wah NGO, and Yugang JIANG Conference Proceeding Article
Lightweight population-based policy optimization for pickup and delivery problems, Yizhou LIU, Li LI, Yixin XU, Tang LIU, Rong CHENG, Die WU, Jilin YANG, and Jingwen LI Journal Article
Look before you decide: Prompting active deduction of MLLMs for assumptive reasoning, Yian LI, Wentao TIAN, Yang JIAO, Jingjing CHEN, Tianwen QIAN, Bin ZHU, Na ZHAO, and Yu‑Gang JIANG Conference Proceeding Article
Memory-efficient 4-bit preconditioned stochastic optimization, Jingyang LI, Kuangyu DING, Kim-Chuan TOH, and Pan ZHOU Conference Proceeding Article
Multi-period risk-aware procurement optimization under COVID-19 disruption, Jonathan CHASE, Hoong Chuin LAU, Jinfeng YANG, and Lu LIU Journal Article
Probabilistic prototype calibration of vision-language models for generalized few-shot semantic segmentation, Jie LIU, Jiayi SHEN, Pan ZHOU, Jan-Jakob SONKE, and Stratis GAVVES Conference Proceeding Article
Reproducibility debt in scientific software, Zara HASSAN, Christoph TREUDE, Graham WILLIAMS, Michael NORRISH, and Alex POTANIN Conference Proceeding Article
Teaching diffusion models to ground alpha matte, Tianyi XIANG, Weiying ZHENG, Yutao JIANG, Tingrui SHEN, Hewei YU, Yangyang XU, and Shengfeng HE Journal Article
ViewSRD: 3D visual grounding via structured multi-view decomposition, Ronggang HUANG, Haoxin YANG, Yan CAI, Xuemiao XU, Huaidong ZHANG, and Shengfeng HE Conference Proceeding Article
What students really think: Unpacking AI ethics in educational assessments through a triadic framework, LIM MING SOON TRISTAN, GOTTIPATI Swapna, and Michelle L. F. CHEONG Journal Article
MixSA: Training-free reference-based sketch extraction via Mixture-of-Self-Attention, Rui YANG, Xiaojun WU, and Shengfeng HE Journal Article
StyleGAN-∞: Extending StyleGAN to arbitrary-ratio translation with StyleBook, Yihua DAI, Tianyi XIANG, Bailin DENG, Yong DU, Hongmin CAI, Jing QIN, and Shengfeng HE Journal Article
Gaussian Prompter: Linking 2D prompts for 3D Gaussian segmentation, Honghan PAN, Bangzhen LIU, Xuemiao XU, Chenxi ZHENG, Yongwei NIE, and Shengfeng HE Journal Article
Open-set Mixed Domain Adaptation via visual-linguistic focal evolving, Bangzhen LIU, Yangyang XU, Cheng XU, Xuemiao XU, and Shengfeng HE Journal Article
An efficient security-enhanced accountable access control for named data networking, Jianfei SUN, Yuxian LI, Xuehuan YANG, Guomin YANG, and Robert H. DENG Conference Proceeding Article
APIDocBooster: An extract-then-abstract framework leveraging large language models for augmenting API documentation, Chengran YANG, Jiakun LIU, Bowen XU, Christoph TREUDE, Yunbo LYU, Junda HE, Ming LI, and David LO Conference Proceeding Article
Automatic generation of introductory programming exercises with large language models, Nguyen Binh Duong TA, Hua Gia Phuc NGUYEN, and GOTTIPATI Swapna Journal Article
Deep graph anomaly detection: A survey and new perspectives, Qiao HE, Hanghang TONG, Bo AN, Irwin KING, Guansong PANG, and Guansong PANG Journal Article
Educator perceptions of DevOps teaching recommendations and their alignment with common challenges, Marcelo Romulo FERNANDES, Pablo PAIVA, Samuel Lucas de Moura FERINO, Roberta COELHO, Christoph TREUDE, Eduardo ARANHA, and Uirá KULESZA Conference Proceeding Article
Explainable sentiment analysis with DeepSeek-R1: Performance, efficiency, and few-shot learning, Donghao HUANG and Zhaoxia WANG Journal Article
From release to adoption: Challenges in reusing pre-trained AI models for downstream developers, Peerachai BANYONGRAKKUL, Mansooreh ZAHEDI, Patanamon THONGTANUNAM, Christoph TREUDE, and Haoyu GAO Conference Proceeding Article
GTI: Graph-based tree index with logarithm updates for nearest neighbor search in high-dimensional spaces, Ruoyao MA, Yifan ZHU, Baihua ZHENG, Lu CHEN, Congcong GE, and Yunjun GAO Journal Article
Large lithium-ion battery model for secure shared e-bike battery in smart cities, Donghui DING, Zhao LI, Linhao LUO, Ming JIN, Bin ZHU, Yichen ZHONG, Junhao HU, Peng CAI, and Huiqi HU Journal Article
Learning orientation field for OSM-guided autonomous navigation, Yuming HUANG, Wei GAO, Zhiyuan ZHANG, Maani GHAFFARI, Dezhen SONG, Cheng-Zhong XU, and Hui KONG Journal Article
Privacy-preserving ridge regression over encrypted data under multiple keys, Yanling LI, Junzuo LAI, Meng SUN, Beibei SONG, and Robert H. DENG Journal Article
Probabilistic modeling, learnability and uncertainty estimation for interaction prediction in movie rating datasets, Jennifer POERNOMO, Nicole Gabrielle Lee TAN, Rodrigo ALVES, and Antoine LEDENT Conference Proceeding Article
Recurrent autoregressive linear model for next-basket recommendation, Tereza ZMESKALOVA, Antoine LEDENT, Martin SPISAK, Pavel KORDIK, and Rodrigo ALVES Conference Proceeding Article
Stable and fair cost allocation in platform-enabled LCL consolidation, Pang Jin TAN and Shih-Fen CHENG Journal Article
Static analysis as a feedback loop: Enhancing LLM-generated code beyond correctness, Scott BLYTH, Sherlock LICORISH, Christoph TREUDE, and Markus WAGNER Conference Proceeding Article
Storage location optimization in automated storage and retrieval systems: A deep reinforcement learning approach, Lingjun WANG, Aldy GUNAWAN, and Pieter VANSTEENWEGEN Conference Proceeding Article
Studying SATD in drone systems with Human-AI collaboration, Leevi RANTALA, Lwin Khin SHAR, Mäntylä Mika V., Wei MINN, and Naing Tun YAN Journal Article
Sustainable LLM inference for edge AI: Evaluating quantized LLMs for energy efficiency, output accuracy, and inference latency, Erik Johanne HUSOM, Arda GOKNIL, Merve ASTEKIN, Lwin Khin SHAR, Andre KASEN, Sagar SEN, Benedikt Andreas MITHASSEL, and Ahmet SOYLU Journal Article
Beyond decision: Android malware description generation through profiling malicious behavior trajectory, Chunlian WU, Sen CHEN, Jiaming LI, Renchao CHAI, Lingling FAN, Xiaofei XIE, and Ruitao FENG Journal Article
Playing to the strengths of high- and low-resolution cues for ultra-high resolution image segmentation, Qi LI, Jiexin LUO, Chunxiao CHEN, Jiaxin CAI, Wenjie YANG, Yuanlong YU, Shengfeng HE, and Wenxi LIU Journal Article
A comprehensive analysis of evolving permission usage in Android apps: Trends, threats, and ecosystem insights, Ali Alkinoon, Trung Cuong Dang, Ahod Alghuried, Abdulaziz Alghamdi, Soohyeon CHOI, Manar Mohaisen, An Wang, Saeed Salem, and David Mohaisen Journal Article
Analysis of extended producer responsibility in e-waste management: Policy drivers and challenges in Singapore, Aldy GUNAWAN, Aidan Marc WONG, Tasaporn VISAWAMETEEKUL, Minh Phuong HUYNH, and Linh Chi TRAN Journal Article
A review: The beauty of serendipity between integrated circuit security and artificial intelligence, Chen DONG, Decheng QIU, Bolun LI, Yang YANG, Chenxi LYU, Dong CHENG, Hao ZHANG, and Zhenyi. CHEN Journal Article
Assessing the robustness of test selection methods for deep neural networks, Qiang HU, Yuejun GUO, Xiaofei XIE, Maxime CORDY, Wei MA, Mike PAPADAKIS, Lei MA, and Yves LE TRAON Journal Article
A three-stage matheuristic for the blood stochastic inventory routing problem, Vincent F. YU, Nabila SALSABILA, Aldy GUNAWAN, Aldy GUNAWAN, and Nurhadi SISWANTO Journal Article
Beware of your Po! Measuring and mitigating AI safety risks in role-play fine-tuning of LLMs, Weixiang ZHAO, Yulin HU, Yang DENG, Jiahe GUO, Xingyu SUI, Xinyang HAN, An ZHANG, Yanyan ZHAO, Bing QIN, Tat-Seng CHUA, and Ting LIU Conference Proceeding Article
BHViT: Binarized hybrid vision transformer, Tian GAO, Yu ZHANG, Zhiyuan ZHANG, Huajun LIU, Kaijie YIN, Chengzhong XU, and Hui KONG Conference Proceeding Article
Browsing like human: A multimodal web agent with experiential fast-and-slow thinking, Haohao LUO, Jiayi KUANG, Wei LIU, Ying SHEN, Jian LUAN, and Yang DENG Conference Proceeding Article
CAMI: A counselor agent supporting motivational interviewing through state inference and topic exploration, Yizhe YANG, Palakorn ACHANANUPARP, Heyan HUANG, Jing JIANG, Phey Ling KIT, Nicholas Gabriel LIM, Cameron Shi Ern TAN, and Ee-Peng LIM Conference Proceeding Article
CoLeCLIP: Open-domain continual learning via joint task prompt and vocabulary learning, Yukun LI, Guansong PANG, Wei SUO, Chenchen CHEN, Yuling XI, Lingqiao LIU, Hao CHEN, Guoqiang LIANG, and Peng WANG Journal Article
Equivalence and similarity refutation for probabilistic programs, Krishnendu CHATTERJEE, Ehsan Kafshdar GOHARSHADY, Petr NOVOTNÝ, and Dorde ZIKELIC Journal Article
Evaluating and mitigating linguistic discrimination in large language models: Perspectives on safety equity and knowledge equity, Guoliang DONG, Haoyu WANG, Jun SUN, and Xinyu WANG Conference Proceeding Article
EvoWiki: Evaluating LLMs on evolving knowledge, Wei TANG, Yixin CAO, Yang DENG, Jiahao YING, Bo WANG, Yizhe YANG, Yuyue ZHAO, Qi ZHANG, Xuanjing HUANG, Yu-Gang JIANG, and Yong LIAO Conference Proceeding Article
Explainable multimodal sentiment analysis of social media visual content for child safety, Yee Sen TAN and Zhaoxia WANG Journal Article
FACT-AUDIT: An adaptive multi-agent framework for dynamic fact-checking evaluation of large language models, Hongzhan LIN, Yang DENG, Yuxuan GU, Wenxuan ZHANG, Jing MA, See-Kiong NG, and Tat-Seng CHUA Conference Proceeding Article
FOCUS: Evaluating pre-trained vision-language models on underspecification reasoning, Kankan ZHOU, Yibin LAI, Kyriakos MOURATIDIS, and Jing JIANG Conference Proceeding Article
Gradients as an action: Towards communication-efficient federated recommender systems via adaptive action sharing, Zhufeng LU, Chentao JIA, Ming HU, Xiaofei XIE, and Mingsong CHEN Conference Proceeding Article
How to enable effective cooperation between humans and NLP models: A survey of principles, formalizations, and beyond, Chen HUANG, Yang DENG, Wenqiang LEI, Jiancheng LV, Tat-Seng CHUA, and Jimmy HUANG Conference Proceeding Article
Information-theoretic detection of unusual source code changes, Adriano TORRES, Markus WAGNER, Christoph TREUDE, and Sebastian BALTES Journal Article
Knowledge boundary of large language models: A survey, Moxin LI, Yong ZHAO, Wenxuan ZHANG, Shuaiyi LI, Wenya XIE, See-Kiong NG, Tat-Seng CHUA, and Yang DENG Conference Proceeding Article
L3Net: Localized and Layered Reparameterization for Incremental Learning, Xuandi LUO, Huaidong ZHANG, Yi XIE, Hongrui ZHANG, Xuemiao XU, and Shengfeng HE Journal Article
Leveraging reviewer experience in code review comment generation, Hong Yi LIN, Patanamon THONGTANUNAM, Christoph TREUDE, Michael W. GODFREY, Chunhua LIU, and Wachiraphan CHAROENWET Journal Article
MPO: Multilingual safety alignment via reward gap optimization, Weixiang ZHAO, Yulin HU, Yang DENG, Tongtong WU, Wenxuan ZHANG, Jiahe GUO, An ZHANG, Yanyan ZHAO, Bing QIN, Tat-Seng CHUA, and Ting LIU Conference Proceeding Article
Non-homophilic graph pre-training and prompt learning, Xingtong YU, Jie ZHANG, Yuan FANG, and Renhe JIANG Conference Proceeding Article
Optimal transport alignment of user preferences from ratings and texts, Nhu Thuat TRAN and Hady Wirawan LAUW Conference Proceeding Article
Optimizing group utility in itinerary planning: A strategic and crowd-aware approach, Junhua LIU, Aldy GUNAWAN, Kristin L. WOOD, and Kwan Hui LIM Journal Article
Other orienteering problem variants, Pieter VANSTEENWEGEN and Aldy GUNAWAN Book Chapter
Practical keyword private information retrieval from key-to-index mappings, Meng HAO; Weiran LIU; Liqiang PENG; Cong ZHANG; Pengfei WU; Lei ZHANG; Hongwei LI; and DENG, Robert H. Conference Proceeding Article
Preface, special issue for the 16th International Conference on Graph Transformation (ICGT 2023), Maribel FERNÁNDEZ and Christopher M. POSKITT Transcript
Reimagining education with AI, Margherita PAGANI, Steven M. Miller, and Jerry WIND Book Chapter
Solving two-stage stochastic integer programs via representation learning, Yaoxin WU, Zhiguang CAO, Wen SONG, and Yingqian ZHANG Journal Article
The code review comprehension assessment for language models, Hong Yi LIN, Chunhua LIU, Haoyu GAO, Patanamon THONGTANUNAM, and Christoph TREUDE Conference Proceeding Article
Think both ways: Teacher-student bidirectional reasoning enhances MCQ generation and distractor quality, Yimiao QIU, Yang DENG, Quanming YAO, Zhimeng ZHANG, Zhiang DONG, Chang YAO, and Jingyuan CHEN Conference Proceeding Article
Towards context-aware traffic classification via time-wavelet fusion network, Ziming ZHAO, Zhuoxue SONG, Xiaofei XIE, Zhaoxuan LI, Jiongchi YU, Fan Terry ZHANG, and Tingting LI Conference Proceeding Article
VERCATION: Precise vulnerable open-source software version identification based on static analysis and LLM, Yiran CHENG, Ting ZHANG, Lwin Khin SHAR, Shouguo YANG, Chaopeng DONG, David LO, Shichao Lv, Zhiqiang SHI, and Limin SUN Journal Article