Submissions from 2026
Grounding is all you need? Dual temporal grounding for video dialog, You QIN, Wei JI, Xinze LAN, Hao FEI, Xun YANG, Dan GUO, Roger ZIMMERMANN, and Lizi LIAO Journal Article
G-TRAC: Graph-textual representations alignment for cold-start recommendations, Li Yang CHANG, Yuan FANG, Ming Feng TSAI, and Chuan Ju WANG Conference Proceeding Article
Lagrangian motion fields for long-term motion generation, Yifei YANG, Zikai HUANG, Chenshu XU, and Shengfeng HE Journal Article
Learnable game-theoretic policy optimization for data-centric self-explanation rationalization, Yunxiao ZHAO, Zhiqiang WANG, Xingtong YU, Xiaoli LI, Jiye LIANG, and Ru LI Journal Article
Less is more: DocString compression in code generation, Guang YANG, Yu ZHOU, Wei CHENG, Xiangyu ZHANG, Xiang CHEN, Terry Yue ZHUO, Xin ZHOU, Ke LIU, David LO, and Taolue CHEN Journal Article
Light cone cancellation for variational quantum eigensolver in solving noisy Max-Cut, Xinwei Lee, Xinjian Yan, Ningyi Xie, Yoshiyuki Saito, Leo Kurosawa, Nobuyoshi Asai, Dongsheng Cai, and Hoong Chuin LAU Journal Article
MM-AttacKG: A multimodal approach to attack graph construction with large language models, Yongheng ZHANG, Xinyun ZHAO, Yunshan MA, Haokai MA, Yingxiao GUAN, Guozheng YANG, Yuliang LU, and Xiang WANG Journal Article
Multi-way cascade-attention network for multi-modal sequential recommendation, Bin WU, Long CHEN, Yuheng FU, Yunshan MA, Mingliang XU, and Tat-Seng CHUA Journal Article
Obstructive sleep apnea prediction: A comprehensive review and comparative study, Thi Khanh Chi HUYNH, Amonae DABBS-BROWN, Anna JUREK-LOUGHREY, James MULHALL, Tuan Dung PHAM, Ngoc Phu DOAN, Viet Hung TRAN, Zichi ZHANG, Xuan Hoang NGUYEN, Yimeng AN, Peixin LI, Phi Hung NGUYEN, Thi Linh HOANG, Xinming SHI, Hans VANDIERENDONCK, Sebastien BAILLY, Jean-Louis PÉPIN, and Thai Son MAI Journal Article
PriSrv+: Privacy and usability-enhanced wireless service discovery with fast and expressive matchmaking encryption, Yang YANG; Guomin YANG; Yingjiu LI; Pengfei WU; Rui SHI; Minming HUANG; Jian WENG; Hwee Hwa PANG; and DENG, Robert H. Conference Proceeding Article
Prompt tuning without labeled samples for Zero-Shot Node Classification in text-attributed graphs, Sethupathy Parameswaran, Suresh Sundaram, and Yuan FANG Conference Proceeding Article
Quantum Chebyshev transform-based graph neural networks for financial fraud detection, Minrui XU, Bingyan GUAN, Bethel Hui Ting LOKE, and Paul R. GRIFFIN Journal Article
Subgraph-centric multi-agent reinforcement learning for multi-hop knowledge graph reasoning, Tao HE, Zerui CHEN, Lizi LIAO, Yixin CAO, Yuanxing LIU, Wei TANG, Xun MAO, and Bing QIN Journal Article
The Feelit System: Application content-aware perspectives and challenges on understanding user likes in social network posts, Konstantinos THEOCHARIDIS, Hady W. LAUW, and Panagiotis KARRAS Journal Article
The gains do not make up for the losses: A comprehensive evaluation for safety alignment of large language models via machine unlearning, Weixiang ZHAO, Yulin HU, Xingyu SUI, Zhuojun LI, Yang DENG, Yanyan ZHAO, Bing QIN, and Wanxiang CHE Journal 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
Zero-shot video translation via token warping, Haiming ZHU, Yangyang XU, Jun YU, and Shengfeng HE Journal Article
Individual trip prediction on multi-mode transit system by identifying transit mode and trip regularity using smart card data, Hsiao-Ting HUANG, Bijay Prasad JAYAYSAWAL, Jen-Wei HUANG, Chih-Chieh HUNG, and Baihua ZHENG Journal Article
A case study of gender and online team communication in software engineering education, Rita GARCIA and Christoph TREUDE Journal Article
Actor-critic for continuous action chunks: a reinforcement learning framework for long-horizon robotic manipulation with sparse reward, Jiarui YANG, Bin ZHU, Jingjing CHEN, and Yu-Gang JIANG Conference Proceeding Article
A general algorithm for assortment optimization under random utility choice models, Tien MAI and Andrea LODI Book Chapter
AiRacleX: Automated detection of price oracle manipulations via LLM-driven knowledge mining and prompt generation, Bo GAO, Yuan WANG, Qingsong WEI, Yong LIU, Rick Siow Mong GOH, and David LO Journal Article
AI systems for physicians: A review from socio-technical and human-computer interaction perspectives, Wu Jiaqi YOUNG and Fiona Fui-hoon NAH Conference Proceeding Article
Analysis theories on Artificial Intelligence, ChatGPT, Data Science, and Metaverse: The case of digital medicine, Yin YANG, Xingyun LIU, Jorge Luis Cuyubamba Dominguez, Yuan FANG, Wen XIE, Bairong SHEN, and Keng SIAU Journal Article
ARTEM: Enhancing large language model agents with spatial-temporal episodic memory, Cassandra Hui Ming TAN, Budhitama SUBAGDJA, and Ah-hwee TAN 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
Benchmarking gaslighting negation attacks against reasoning models, Bin ZHU, Hailong YIN, Jingjing CHEN, and Yu Gang JIANG Conference Proceeding Article
BLITZ: A flexible and efficient graph mining system, Yuhang CHEN, Shixuan SUN, Jiaxin JIANG, Bingsheng HE, and Yuchen LI Journal Article
Can we read AI’s mind? A quest for transparency, Santhosh Kumar RAVINDRAN, Estera KOT, and Fiona Fui-hoon NAH Conference Proceeding Article
Choice-based crowdshipping for next-day delivery services: A dynamic task display problem, Alp ARSLAN, Firat KILCI, Shih-Fen CHENG, and Archan MISRA Journal Article
Clique annealing: Semi-supervised community detection under crystallization kinetics, Ling CHENG, Jiashu PU, Ruicheng LIANG, Qian SHAO, Hezhe QIAO, and Feida ZHU Journal Article
Compendia: Automated visual storytelling generation from online article collection, Manusha Imesh Karunathilaka Gamage VIDANA, Litian LEI, Yiming GAO, Yong WANG, and Jiannan LI Journal Article
Conan: Secure and reliable machine learning inference against malicious service providers, Hanxiao CHEN, Hongwei LI, Meng HAO, Pengzhi XING, Jia HU, and Wenbo JIANG Journal Article
Cross-modal proxy evolving for OOD detection with Vision-Language Models, Hao Tang, Yu LIU, Shuanglin YAN, Fei Shen, Shengfeng HE, and Jing Qin Conference Proceeding Article
Design principles for customer-engaging digital service systems: An action research study, Keng Leng SIAU, Xiaofeng CHEN, and Xin TAN 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
Dual-LoRA and quality-enhanced pseudo replay for multimodal continual food learning, Xinlan WU, Bin ZHU, Feng HAN, Pengkun JIAO, and Jingling CHEN Conference Proceeding Article
DySTop: Dynamic staleness control and topology construction for asynchronous decentralized federated learning, Yizhou SHI, Qianpiao MA, Yan XU, Junlong ZHOU, Ming HU, and Yunming LIAO Journal Article
Editorial: Special section on challenges and opportunities in retrieval-augmented generation for LLMs: Techniques, trends, and applications, Philip S. YU, Haofen WANG, and Feida ZHU Journal Article
Evaluating large language models for line-level vulnerability localization, Jian ZHANG, Chong WANG, Anran LI, Weisong SUN, Cen ZHANG, Wei MA, and Yang LIU Journal Article
Food recognition with visual language models: Search re-ranking or retrieval-augmented generation?, Kian Yu GAN, Phuong Anh NGUYEN, and Chong-wah NGO Conference Proceeding Article
Generalization bounds for semi‑supervised matrix completion with distributional side information, Antoine LEDENT, Mun Chong SOO, and Minh Hieu NONG Conference Proceeding Article
Generalized visual relation detection with diffusion models, Kaifeng GAO, Siqi CHEN, Hanwang ZHANG, Jun XIAO, Yueting ZHUANG, and Qianru SUN Journal Article
GeoEdgeFormer: 3D point cloud saliency detection via edge-enhanced graph-transformer network, Zihao TIAN, Pengjie WANG, Xuan QI, Pingping ZHANG, and Shengfeng HE Journal Article
Gig worker social referrals on an on-demand food delivery platform, Hai WANG, Hao SUN, and Peter ZHANG Conference Proceeding Article
GUI test migration via abstraction and concretization, Yakun ZHANG, Chen LIU, Xiaofei XIE, Yun LIN, Jin Song DONG, Dan HAO, and Lu ZHANG Journal Article
Hybrid learning and optimization methods for solving capacitated vehicle routing problem, Monit SHARMA and Hoong Chuin LAU Conference Proceeding Article
Integrating symbolic and waveform music into Large Language Models, Teng TU, Xiaohao LIU, Yunshan MA, Ji QI, and Tat-Seng CHUA Conference Proceeding Article
Interpretable machine learning for in-home mild cognitive impairment detection, Budhitama SUBAGDJA, Shanthoshigaa D, Ah-hwee TAN, and Iris RAWTAER Conference Proceeding Article
Interpretable multimodal zero shot ECG diagnosis via structured clinical knowledge alignment, Jialu TANG, Hung Manh PHAM, Ignace DE LATHAUWER, Henk S. SCHIPPER, Yuan LU, Dong MA, and Aaqib SAEED Journal Article
Learning-based graph shrinking for quantum optimization of constrained combinatorial problems, Monit SHARMA and Hoong Chuin LAU Conference Proceeding Article
Leveraging large language models for career mobility analysis: A study of gender, race, and job change using US online resume profiles, Palakorn ACHANANUPARP, Ye XU, Yao LU, Xavier Jayaraj Siddarth ASHOK, and Ee-peng LIM Journal Article
LLaMoCo: Instruction tuning of large language models for optimization code generation, Zeyuan MA, Yue-Jiao GONG, Hongshu GUO, Jiacheng CHEN, Yining MA, and Zhiguang CAO Journal Article
LLM-as-a-Judge for software engineering: Literature review, vision, and the road ahead, Junda HE, Jieke SHI, Terry Yue ZHUO, Christoph TREUDE, Jiamou SUN, Zhenchang XING, Xiaoning DU, and David LO Journal Article
Look, compare and draw: Differential query transformer for automatic oil painting, Lingyu LIU, Yaxiong WANG, Li ZHU, Lizi LIAO, and Zhedong ZHENG Journal Article
MemoryART: enhancing LLMs via multi-memory models with adaptive resonance theory for healthcare agents, Renke DAI, Hebin HU, Jiahui ZHANG, Yilin KANG, and Ah-hwee TAN Conference Proceeding Article
Mutants will tell: Statistical mutation-based multiple fault localization for deep learning programs, Huan XIE, Zhengxiong DENG, Yan LEI, Maojin LI, Meng YAN, and David LO Journal Article
Nondeterministic polynomial-time problem challenge: An ever-scaling reasoning benchmark for LLMs, Chang YANG, Ruiyu WANG, Junzhe JIANG, Qi JIANG, Qinggang ZHANG, Yanchen DENG, Shuxin LI, Shuyue HU, Bo LI, Florian T. POKORNY, Xiao HUANG, and Xinrun WANG Journal Article
Paid search marketing vs. search engine optimization: Analytical models of search marketing based on search engine quality, Kai LI, Chunyang SHEN, Mei LIN, and Zhangxi LIN Journal Article
PortfolioPilot: An agentic platform for financial portfolio management algorithm development and evaluation, Jared Chan Xu YANG, Haokai MA, and Yunshan MA Conference Proceeding Article
Potent but stealthy: Rethink profile pollution against sequential recommendation via bi-level constrained reinforcement paradigm, Jiajie SU, Zihan NAN, Yunshan MA, Xiaobo XIA, Xiaohua FENG, Weiming LIU, Xiang CHEN, Xiaolin ZHENG, and Chaochao CHEN Conference Proceeding Article
Purified zero-shot sketch-based image retrieval, Yang ZHOU, Jingru YANG, Jin WANG, Kaixiang HUANG, Guodong LU, and Shengfeng HE Journal Article
Qualitative study for LLM-assisted design study process: Strategies, challenges, and roles, Shaolun RUAN, Rui SHENG, Xiaolin WEN, Jiachen WANG, Tianyi ZHANG, Yong WANG, Tim DWYER, and Jiannan LI Journal Article
ReAlign: Text-to-motion generation via step-aware reward-guided alignment, Wanjiang WENG, Xiaofeng TAN, Junbo WANG, Guo-Sen XIE, Pan ZHOU, and Hongsong WANG Conference Proceeding Article
Reinforce trustworthiness in multimodal emotional support system, Huy M. LE, Dat Tien NGUYEN, Ngan T. T. VO, Tuan D. Q. NGUYEN, Nguyen Le BINH, Duy Minh Ho NGUYEN, Daniel SONNTAG, Lizi LIAO, and Binh T. NGUYEN Conference Proceeding Article
Revisiting the canonicalization for fast and accurate crystal tensor property prediction, Haowei Hua HUA, Jingwen YANG, Wanyu LIN, and Pan ZHOU Conference Proceeding Article
S2FL: Toward efficient and accurate heterogeneous split federated learning, Dengke YAN, Ming HU, Xiaofei XIE, Yanxin YANG, and Mingsong CHEN Journal Article
Sanitizer: Blazing-fast, private, and robust federated learning, Hanxiao Chen, Hongwei Li, Meng HAO, Jia Hu, Hao Ren, Haomiao Yang, Tianwei Zhang, and Guowen Xu Journal Article
Scaling up cooperative multi-agent reinforcement learning through hierarchical heterogeneous modular architectures, Minghong GENG Conference Proceeding Article
SecLMMS: Secure AGI-enabled low-altitude maritime monitoring system, Wenyi XUE, Yang YANG, Hongwu HUANG, Xiujing GAO, Chen DONG, Hwee Hwa PANG, and Robert H. DENG Journal Article
Security-enhanced decentralized conditional privacy-preserving authentication in VANETs, Suqin LUO, Xinghua LI, Yinbin MIAO, Xuelin CAO, Zhan ZHANG, Yunwei WANG, and Deng R.H. Journal Article
Shield broken: Black-box adversarial attacks on LLM-based vulnerability detectors, Yuan JIANG, Shan HUANG, Christoph TREUDE, Xiaohong SU, and Tiantian WANG Journal Article
SSD: Self-supervised distillation for heterophilic graph representation learning, Yuan GAO, Yuchen LI, Bingsheng HE, Hezhe QIAO, Guoguo AI, and Hui YAN Journal Article
Steer your model: Secure code generation with contrastive decoding, Li HUANG, Meng YAN, Tao YIN, Weifeng SUN, Zhongxin LIU, Hongyu ZHANG, and David LO Journal Article
T3AT: Threshold-authorized, Threshold-redeemable, and non-transferable anonymous tokens, Xincheng Li, Jian Shen, Jianting Ning, Meng HAO, and Leo Yu Zhang Journal Article
TEMPO: Training-time equilibration of modalities for per-sample optimization in multimodal sentiment, Yi ZHAO, Erik CAMBRIA, Xiaosong E, and Xianxun ZHU Journal Article
ThinkMatter: Panoramic-aware instructional semantics for monocular vision-and-language navigation, Guangzhao DAI, Shuo WANG, Hao ZHAO, Bin ZHU, Qianru SUN, and Xiangbo SHU Journal Article
Towards secure program partitioning for smart contracts with LLM’s in-context learning, Ye LIU, Yuqing NIU, Chengyan MA, Ruidong HAN, Wei MA, Yi LI, Debin GAO, and David LO Journal Article
TrajLens: Visual analysis for constructing cell developmental trajectories in cross-sample exploration, Qipeng WANG, Shaolun RUAN, Rui SHENG, Yong WANG, Min ZHU, and Huamin QU Journal Article
Submissions from 2025
A qualitative theory building research on digital law, legal AI, and LegalTech, Yuzhou QIAN and Keng SIAU Journal Article
Multi-granularity distribution alignment for cross-domain crowd counting, Xian ZHONG, Lingyue QIU, Huilin ZHU, Jingling YUAN, Shengfeng HE, and Zheng WANG Journal Article
Explainable ethical assessment on human behaviors by generating conflicting social norms, Yuxi SUN, Wei GAO, Hongzhan LIN, Jing MA, and Wenxuan ZHANG Conference Proceeding Article
Seamless urban metro networks: A shared depot perspective on rolling stock scheduling, Housheng ZHOU, Hongyang WANG, Hai WANG, Jianguo QI, and Lixing YANG Journal Article
GasSeg: A lightweight real-time infrared gas segmentation network for edge devices, Huan YU, Jin WANG, Jingru YANG, Kaixiang HUANG, Yang ZHOU, Fengtao DENG, Guodong LU, and Shengfeng HE 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
Efficient one-to-many authentication with intelligent illegal request identification for UAV networks, Zekai CHEN, Zhe REN, Xinghua LI, Zhan ZHANG, Yunwei WANG, and Robert H. DENG Journal Article
Probing neural combinatorial optimization models, Zhiqin ZHANG, Yining MA, Zhiguang CAO, and Hoong Chuin LAU Conference Proceeding Article
Accuracy-enabling differential privacy-preserving truth discovery, Man ZHANG, Xinghua LI, Yinbin MIAO, Bin LUO, Siqi MA, and Robert H. DENG Journal Article
AgentGuard: An active threat discovery system for package confusion using multi-agent collaboration, Wei MA, Yu LI, Zhi CHEN, Ye LIU, Lingxiao JIANG, Qiang HU, and Junyi TAO Conference Proceeding 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
A partition cover approach to tokenization, Jia Peng LIM, Shawn TAN, Davin CHOO, and Hady Wirawan LAUW Conference Proceeding Article
A rate-dependent coreset selector for continual learning on time-varying data distributions, Zilin LUO, Zichen TIAN, Yaoyao LIU, and Qianru SUN Journal Article
A socio-technical analysis of market reactions on meme coins: Trump’s presidential effect, Ping Fan KE and Yi Meng LAU Conference Paper
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
Bias testing and mitigation in LLM-based code generation, Dong HUANG, Jie M. ZHANG, Qingwen BU, Xiaofei XIE, Junjie CHEN, and Heming CUI Journal 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
Coresets for clustering under stochastic noise, Lingxiao HUANG, Zhize LI, Nisheeth K. VISHNOI, Runkai YANG, and Haoyu ZHAO Conference Proceeding Article
CropCapsNet: Enhanced capsule network for crop disease classification, Juan QIN, Linfan DENG, Cong LI, Junjie HE, Haibo PEN, and Zhaoxia WANG Journal Article
CSSA-Fusion: Channel selective and spatial alignment infrared-visible image fusion, Zhen LI, Zhi ZENG, Zhongrui XIAO, Ming WEN, Zhiyuan ZHANG, and Yibin TIAN Conference Proceeding Article
Design principles for customer‑engaging digital service systems: An action research study, Keng SIAU, Xiaofeng CHEN, and Xin TAN Journal Article