Data4UrbanMobility presented the paper “Data4UrbanMobility: Towards Holistic Data Analytics for Mobility Applications in Urban Regions” at the 5th International Smart City Workshop at the Web Conference 2019. The workshop focused on enhancing every day life in urban environments using digital technologies. Thank you very much for the fruitful discussions!

• Self-Resolving Prediction Markets for Unverifiable Outcomes. Srinivasan, Siddarth; Karger, Ezra; Chen, Yiling I. Ashlagi, A. Roth (eds.) (2025). 547–573.
• Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents. Wang, Haoyu; Dai, Sunhao; Zhao, Haiyuan; Pang, Liang; Zhang, Xiao; Wang, Gang; Dong, Zhenhua; Xu, Jun; Wen, Ji-Rong (2025).
• Exploring Objectness Information via Progressively Decoupled Adaptation for Cross-Domain Detection. Ge, Yiming; Liu, Hui; Shang, Ertong; Du, Junzhao; Zhao, Jie; Niu, Zhaocheng Z. (Mark) Zhang, E. Ricci, Y. Yan, L. Nie, V. Oria, L. Ballan (eds.) (2025). 378–387.
• Contextual Reasoning for Robust Composed Image Retrieval with Vision-Language Models. Gao, Peng; Lee, Yujian; Liu, Xubo; Zhang, Hui; Chen, Zailong; Hu, Yiyang; Jing, Guquan; Lai, Yunting Z. (Mark) Zhang, E. Ricci, Y. Yan, L. Nie, V. Oria, L. Ballan (eds.) (2025). 349–357.
• Magmaw: Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systems. Chang, Jung-Woo; Sun, Ke; Heydaribeni, Nasimeh; Hidano, Seira; Zhang, Xinyu; Koushanfar, Farinaz (2025).
• PowerRadio: Manipulate Sensor Measurement via Power GND Radiation. Jiang, Yan; Ji, Xiaoyu; Jiang, Yancheng; Wang, Kai; Xu, Chenren; Xu, Wenyuan (2025).
• On the Role of Attention Heads in Large Language Model Safety. Zhou, Zhenhong; Yu, Haiyang; Zhang, Xinghua; Xu, Rongwu; Huang, Fei; Wang, Kun; Liu, Yang; Fang, Junfeng; Li, Yongbin (2025).
• From Few-Label to Zero-Label: An Approach for Cross-System Log-Based Anomaly Detection with Meta-Learning. Zhao, Xinlong; Jia, Tong; He, Minghua; Wu, Yihan; Li, Ying; Huang, Gang L. Montecchi, J. Li, D. Poshyvanyk, D. Zhang (eds.) (2025). 661–665.
• RIS-Assisted Received Adaptive Spatial Modulation for Wireless Communications. Zhang, Chaorong; Xu, Hui; Ng, Benjamin K.; Lam, Chan-Tong; Wang, Ke (2025). 1–6.
• Aligning Core Aspects: Improving Vulnerability Proof-of-Concepts via Cross-Source Insights. Wang, Lingxiao; Dang, Wenjing; Zhao, Mengyao; Wang, Yue; Wu, Xianzong; Chen, Sen L. Montecchi, J. Li, D. Poshyvanyk, D. Zhang (eds.) (2025). 1774–1777.
• Visual Content Generation in the Era of Large Foundation Models. Qu, Leigang; Shen, Fei; Zhou, Zhenglin; Lyu, Jiayi; Wang, Wenjie; Jiang, Lu Z. (Mark) Zhang, E. Ricci, Y. Yan, L. Nie, V. Oria, L. Ballan (eds.) (2025). 2140–2142.
• Evaluating Large Language Models for Requirements Question Answering in Industrial Aerospace Software. Yang, Longxing; Luo, Yixing; Gao, Hao; Fan, Yingshuang; Zhang, Jingru; Li, Xiaofeng; Dong, Xiaogang; Gu, Bin; Jin, Zhi; Yang, Mengfei L. Montecchi, J. Li, D. Poshyvanyk, D. Zhang (eds.) (2025). 366–377.
• Steering Protein Family Design through Profile Bayesian Flow. Gong, Jingjing; Pei, Yu; Long, Siyu; Song, Yuxuan; Zhang, Zhe; Huang, Wenhao; Cao, Ziyao; Zhang, Shuyi; Zhou, Hao; Ma, Wei-Ying (2025).
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• AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models. Fang, Junfeng; Jiang, Houcheng; Wang, Kun; Ma, Yunshan; Shi, Jie; Wang, Xiang; He, Xiangnan; Chua, Tat-Seng (2025).
• Reproducing Kernel Hilbert Space Choice Model. Yang, Yiqi; Wang, Zhi; Gao, Rui; Li, Shuang I. Ashlagi, A. Roth (eds.) (2025). 819.
• Robust One-Shot Price Experiment. Naby, Ali Daei; Farajollahzadeh, Setareh; Hu, Ming I. Ashlagi, A. Roth (eds.) (2025). 1211.
• Neural Fluid Simulation on Geometric Surfaces. Wang, Haoxiang; Yu, Tao; Qiao, Hui; Dai, Qionghai (2025).
• Graph Alignment Using Seed-Oriented Subgraph Matching. Tang, Wei; Lv, Xinglin; Li, Yuang; Zhang, Min; Yang, Hao Z. (Mark) Zhang, E. Ricci, Y. Yan, L. Nie, V. Oria, L. Ballan (eds.) (2025). 1246–1254.
• CCTest: Critical Configuration Testing for Autonomous Driving Systems. Li, Changwen; Sifakis, Joseph; Yan, Rongjie; Zhang, Jian L. Montecchi, J. Li, D. Poshyvanyk, D. Zhang (eds.) (2025). 1203–1207.
• Research Open-Source Software: supporting small communities with technical and social aspects. Paganini, Lavínia L. Montecchi, J. Li, D. Poshyvanyk, D. Zhang (eds.) (2025). 1258–1261.
• Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics. Fei, Zaige; Xu, Fan; Mao, Junyuan; Liang, Yuxuan; Wen, Qingsong; Wang, Kun; Wu, Hao; Wang, Yang (2025).
• UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction. Hao, Xixuan; Chen, Wei; Yan, Yibo; Zhong, Siru; Wang, Kun; Wen, Qingsong; Liang, Yuxuan T. Walsh, J. Shah, Z. Kolter (eds.) (2025). 28061–28069.
• CALLIC: Content Adaptive Learning for Lossless Image Compression. Li, Daxin; Bai, Yuanchao; Wang, Kai; Jiang, Junjun; Liu, Xianming; Gao, Wen T. Walsh, J. Shah, Z. Kolter (eds.) (2025). 4679–4688.
• Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms. Zychowski, Adam; Yao, Xin; Mandziuk, Jacek B. Filipic (ed.) (2025). 863–871.
• Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation. Chen, Wei; Ye, Guo; Wang, Yakun; Zhang, Zhao; Zhang, Libang; Wang, Daixin; Zhang, Zhiqiang; Zhuang, Fuzhen T. Walsh, J. Shah, Z. Kolter (eds.) (2025). 15875–15883.
• (Blind) Users Really Do Heed Aural Telephone Scam Warnings. Sharevski, Filipo; Loop, Jennifer Vander; Evans, Bill; Ponticello, Alexander M. Blanton, W. Enck, C. Nita-Rotaru (eds.) (2025). 74–92.
• MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?. Zhang, Yifan; Zhang, Huanyu; Tian, Haochen; Fu, Chaoyou; Zhang, Shuangqing; Wu, Junfei; Li, Feng; Wang, Kun; Wen, Qingsong; Zhang, Zhang; Wang, Liang; Jin, Rong (2025).
• Graph Sparsification via Mixture of Graphs. Zhang, Guibin; Sun, Xiangguo; Yue, Yanwei; Jiang, Chonghe; Wang, Kun; Chen, Tianlong; Pan, Shirui (2025).
• Multi-Agent Differential Testing for the Game of Go. Song, Jiaxue; Zhang, Xiao-Yi; Arcaini, Paolo; Ishikawa, Fuyuki; Liu, Yong; Du, Bin L. Montecchi, J. Li, D. Poshyvanyk, D. Zhang (eds.) (2025). 1453–1460.
• AEGIS: An Agent-based Framework for Bug Reproduction from Issue Descriptions. Wang, Xinchen; Gao, Pengfei; Meng, Xiangxin; Peng, Chao; Hu, Ruida; Lin, Yun; Gao, Cuiyun L. Montecchi, J. Li, D. Poshyvanyk, D. Zhang (eds.) (2025). 331–342.
• Enhancing Deep Learning Transpilation with LLMs: Automation and Semantic Consistency. Li, Xingpei; Jiang, Zhijie; Jia, Zhouyang; Zhang, Yuanliang; Zheng, Si; Zhou, Haifang; Li, Shanshan L. Montecchi, J. Li, D. Poshyvanyk, D. Zhang (eds.) (2025). 1238–1239.
• Improving Multi-Vehicle Perception Fusion with Millimeter-Wave Radar Assistance. Luo, Zhiqing; Wang, Yi; He, Yingying; Wang, Wei (2025). 1–10.
• Data+AI: LLM4Data and Data4LLM. Li, Guoliang; Wang, Jiayi; Zhang, Chenyang; Wang, Jiannan V. Markl, J. M. Hellerstein, A. Abouzied (eds.) (2025). 837–843.
• Robustness against the C/C++11 Memory Model. Margalit, Roy David M. Christakis, M. Pradel (eds.) (2024). 1881–1885.
• SwiftRange: A Short and Efficient Zero-Knowledge Range Argument For Confidential Transactions and More. Wang, Nan; Chau, Sid Chi-Kin; Liu, Dongxi (2024). 1832–1848.
• NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling. Wang, Kun; Wu, Hao; Duan, Yifan; Zhang, Guibin; Wang, Kai; Peng, Xiaojiang; Zheng, Yu; Liang, Yuxuan; Wang, Yang (2024).
• ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate. Chan, Chi-Min; Chen, Weize; Su, Yusheng; Yu, Jianxuan; Xue, Wei; Zhang, Shanghang; Fu, Jie; Liu, Zhiyuan (2024).
• Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning. Wang, Binwu; Wang, Pengkun; Xu, Wei; Wang, Xu; Zhang, Yudong; Wang, Kun; Wang, Yang (2024).
• Optimizing Cloud-Fog Workloads: A Budget Aware Dynamic Scheduling Solution. Hung, Pham Phuoc; Binh, Nguyen Thanh; Alam, Md. Golam Rabiul; Islam, Md. Motaharul in Lecture Notes in Computer Science, O. Gervasi, B. Murgante, C. Garau, D. Taniar, A. M. A. C. Rocha, N. F. Lago (eds.) (2024). (Vol. 14814) 31–46.
• Age of Information-Oriented Probabilistic Link Scheduling for Device-to-Device Networks. Wang, Lixin; Wang, Qian; Chen, He Henry; Zhou, Shidong (2024). 201–208.
• Poster: Scalable and Interpretable Multilayer Overlay Network Checking via Ensemble Verification. Liu, Xinzhe; Li, Yahui; Zhang, Han; Yin, Xia; Shi, Xingang; Wang, Zhiliang; Ren, Gang; Yao, Jiangyuan (2024). 22–24.
• Graph Lottery Ticket Automated. Zhang, Guibin; Wang, Kun; Huang, Wei; Yue, Yanwei; Wang, Yang; Zimmermann, Roger; Zhou, Aojun; Cheng, Dawei; Zeng, Jin; Liang, Yuxuan (2024).
• Toward More Gender-Inclusive Game Jams and Hackathons. Gama, Kiev; Paganini, Lavínia; Prado, Rafa; Ferraz, Cláudia; Coutinho, Dayanne; Mendes, Wendy; Pinto, Gustavo; Valença, George D. E. Damian, K. Blincoe, D. Ford, A. Serebrenik, Z. Masood (eds.) (2024). 275–294.
• Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model. Wu, Hao; Liang, Yuxuan; Xiong, Wei; Zhou, Zhengyang; Huang, Wei; Wang, Shilong; Wang, Kun M. J. Wooldridge, J. G. Dy, S. Natarajan (eds.) (2024). 15906–15914.
• Review-Enhanced Hierarchical Contrastive Learning for Recommendation. Wang, Ke; Zhu, Yanmin; Zang, Tianzi; Wang, Chunyang; Jing, Mengyuan M. J. Wooldridge, J. G. Dy, S. Natarajan (eds.) (2024). 9107–9115.
• Visual Analysis of Complex Temporal Networks Supported by Analytic Provenance. Guo, Yuhan; Luo, Yuchu; Chen, Xinyue; Shao, Hanning; Yuan, Xiaoru; Xu, Kai (2024). 24–25.
• Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware Contrastive Learning for Joint Aspect-Sentiment Prediction. Chen, Wei; Liu, Yuxuan; Zhang, Zhao; Zhuang, Fuzhen; Zhong, Jiang M. J. Wooldridge, J. G. Dy, S. Natarajan (eds.) (2024). 17781–17789.
• UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution. Zhang, Gengrui; Wang, Yao; Chen, Xiaoshuang; Qian, Hongyi; Zhan, Kaiqiao; Wang, Ben M. J. Wooldridge, J. G. Dy, S. Natarajan (eds.) (2024). 9305–9313.
• An 80MS/s 70.79dB-SNDR 60.7fJ/Conv-Step Radiation-Tolerant Semi-Time-interleaved Pipelined-SAR ADC. Li, Zheyi; Berti, Laurent; Lin, Qiuyang; Zhao, Jinghao; Gorbunov, Maxim S.; Thys, Geert; Leroux, Paul (2024). 1–2.
• Artificial Intelligence Systems for Supporting Informal Caregivers of People Living with Alzheimer’s Disease or Related Dementias: A Systematic Review. Wang, Lu; Smriti, Diva; Yuan, Hao; Huh-Yoo, Jina F. ’Floyd’ Mueller, P. Kyburz, J. R. Williamson, C. Sas (eds.) (2024). 48:1–48:11.
• Neural Physical Simulation with Multi-Resolution Hash Grid Encoding. Wang, Haoxiang; Yu, Tao; Yang, Tianwei; Qiao, Hui; Dai, Qionghai M. J. Wooldridge, J. G. Dy, S. Natarajan (eds.) (2024). 5410–5418.
• FM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection. Zhang, Dongmei; Li, Chang; Zhang, Renrui; Xie, Shenghao; Xue, Wei; Xie, Xiaodong; Zhang, Shanghang M. J. Wooldridge, J. G. Dy, S. Natarajan (eds.) (2024). 16723–16731.
• ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation. Liu, Jiaming; Yang, Senqiao; Jia, Peidong; Zhang, Renrui; Lu, Ming; Guo, Yandong; Xue, Wei; Zhang, Shanghang (2024).
• Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective. Wang, Kun; Liang, Yuxuan; Wang, Pengkun; Wang, Xu; Gu, Pengfei; Fang, Junfeng; Wang, Yang (2023).
• Deep Context Interest Network for Click-Through Rate Prediction. Hou, Xuyang; Wang, Zhe; Liu, Qi; Qu, Tan; Cheng, Jia; Lei, Jun I. Frommholz, F. Hopfgartner, M. Lee, M. Oakes, M. Lalmas, M. Zhang, R. L. T. Santos (eds.) (2023). 3948–3952.
• Accelerating Deep Neural Network Tasks Through Edge-Device Adaptive Inference. Zhang, Xinyang; Teng, Yinglei; Wang, Nan; Sun, Boya; Hu, Gang (2023). 1–6.
• Rating-Review Graph Contrastive Learning for Review-based Recommendation. Shi, Jiacheng; Zhu, Yanmin; Wang, Ke; Jing, Mengyuan; Zang, Tianzi; Yu, Jiadi; Tang, Feilong (2023). 1522–1529.
• What Appears Suboptimal May Surprise You: A Fixed-Rate Scheduling Policy for Geo-Distributed CoFlows. Liu, Haoyu; Ding, Feiyan; Wang, Yao; Xiang, Qiao; Shu, Jiwu; Du, Haizhou; Kong, Linghe; Liu, Xue (2023). 1342–1349.
• AoI-Oriented Scheduling in Downlink Multiuser MIMO Systems Under Peak-Power Constraint. Wang, Qian; Chen, He Henry (2023). 627–634.
• Fresh-Fi: Enhancing Information Freshness in Commodity WiFi Systems via Customizing Lower Layers. Han, Zixiao; Wang, Qian; Chen, He Henry (2023). 1–8.
• Optimizing Age of Information in Uplink Multiuser MIMO Networks with Partial Observations. Liu, Jingwei; Wang, Qian; Chen, He Henry (2023). 135–142.
• Channel Estimation Using In-Band Pilots for Cell-Free Massive MIMO. Lam, Chan-Tong; Wang, Ke; Ng, Benjamin K. (2023). 200–205.
• Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation. Han, Dongqi; Wang, Zhiliang; Chen, Wenqi; Wang, Kai; Yu, Rui; Wang, Su; Zhang, Han; Wang, Zhihua; Jin, Minghui; Yang, Jiahai; Shi, Xingang; Yin, Xia (2023).
• Vulnerability Assessment of UHV Converter Station Considering Cognitive Uncertainty. Wang, Hongjun; Wang, Kai; Luo, Man; Xiahou, Tangfan; Zhang, Changhua (2023). 280–286.
• Investigating the Synonyms of Conversational Agents to Aid Cross-Disciplinary CA Research. Wang, Lu; Chen, Chaomei; Huh-Yoo, Jina A. Schmidt, K. Väänänen, T. Goyal, P. O. Kristensson, A. Peters (eds.) (2023). 190:1–190:10.
• Volttack: Control IoT Devices by Manipulating Power Supply Voltage. Wang, Kai; Xiao, Shilin; Ji, Xiaoyu; Yan, Chen; Li, Chaohao; Xu, Wenyuan (2023). 1771–1788.
• WIGHT: Wired Ghost Touch Attack on Capacitive Touchscreens. Jiang, Yan; Ji, Xiaoyu; Wang, Kai; Yan, Chen; Mitev, Richard; Sadeghi, Ahmad-Reza; Xu, Wenyuan (2022). 984–1001.
• GhostTouch: Targeted Attacks on Touchscreens without Physical Touch. Wang, Kai; Mitev, Richard; Yan, Chen; Ji, Xiaoyu; Sadeghi, Ahmad-Reza; Xu, Wenyuan K. R. B. Butler, K. Thomas (eds.) (2022). 1543–1559.
• BERT-based Multimodal Aspect-Level Sentiment Analysis for Social Media. Wang, Zhe; Liu, Ying; Yang, Jianning (2022). 187–192.
• Age of Information in Reservation Multi-Access Networks with Stochastic Arrivals. Wang, Qian; Chen, He Henry (2022). 2088–2093.
• Big Data Analysis and Potential Development Research of Regional Logistics Warehousing Based on Baidu Index and Warehouse in Cloud. Wang, Zhe; Huang, Juan; Xu, Lijuan; Zeng, Qiaomei; Li, Renqiang; Li, Shixin; Zhou, Lin (2022). 116:1–116:8.
• Deep Learning-Based Sentiment Analysis for Social Media. Wang, Zhe; Liu, Ying; Fang, Jie; Li, Daxiang (2022). 30–37.
• Privacy-Preserving Energy Storage Sharing with Blockchain. Wang, Nan; Chau, Sid Chi-Kin; Zhou, Yue H. de Meer, M. Meo (eds.) (2021). 185–198.
• Boosting bandwidth availability over inter-DC WAN. Zhang, Han; Shi, Xingang; Yin, Xia; Wang, Jilong; Wang, Zhiliang; Guo, Yingya; Lan, Tian G. Carle, J. Ott (eds.) (2021). 297–312.
• Poltergeist: Acoustic Adversarial Machine Learning against Cameras and Computer Vision. Ji, Xiaoyu; Cheng, Yushi; Zhang, Yuepeng; Wang, Kai; Yan, Chen; Xu, Wenyuan; Fu, Kevin (2021). 160–175.
• A Calculation Time Prediction-Based Multiflow Network Path Planning Method for the AGV Sorting System. Wang, Ke; Liang, Wei; Shi, Huaguang; Zhang, Jialin; Wang, Qi in Communications in Computer and Information Science, L. Cui, X. Xie (eds.) (2021). (Vol. 1509) 123–135.
• The Diversity-Innovation Paradox in Open-Source Software. Yong, Mengchen Sam; Paganini, Lavínia; Qiu, Huilian Sophie; Calderón, José Bayoán Santiago (2021). 627–629.
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• Optimization of OFDM Parameters for 10-Gbps Long Reach Coherent PONs. Ferreira, Antonio; Dias, Bruna; de Oliveira, José Augusto; Alves, Andre; Marconi, Jorge D.; Campuzano, Gabriel; Pita, Julian; Aldaya, Ivan (2019). 1–4.
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• Computational Prediction of Human Body-Fluid Protein. Shao, Dan; Huang, Lan; Wang, Yan; Cui, Xueteng; He, Kai; Wang, Yao I. Yoo, J. Bi, X. Hu (eds.) (2019). 2735–2740.
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• On Infusing Reachability-Based Safety Assurance Within Probabilistic Planning Frameworks for Human-Robot Vehicle Interactions. Leung, Karen; Schmerling, Edward; Chen, Mo; Talbot, John; Gerdes, J. Christian; Pavone, Marco in Springer Proceedings in Advanced Robotics, J. Xiao, T. Kröger, O. Khatib (eds.) (2018). (Vol. 11) 561–574.
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• A Complex Diffusion Driven Approach for Removing Data-Dependent Multiplicative Noise. Pacheeripadikkal, Jidesh; Bini, A. A. in Lecture Notes in Computer Science, P. Maji, A. Ghosh, M. N. Murty, K. Ghosh, S. K. Pal (eds.) (2013). (Vol. 8251) 284–289.
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