Organizer
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Virtual Room 1, 09:00 - 17:30 (UTC +8) (Meeting Link)
Zoom Meeting ID & Passcode: 82362533045 & 553923 |
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|---|---|
| Paper ID | Title & Author(s) |
| BigD265 | Central-Guided Convolutional Dual Attention for Document-Level Event
Argument Extraction Chengdong Lin, Jianghao Lin, Dong Zhou, Yongmei Zhou, and Aimin Yang |
| BigD294 | Modeling Frequency Correlation to Achieve Better Long-term Series
Forecasting Yuejing Zhai, Yiping Li, and Wuman Luo |
| BigD304 | Hard-token Spatiotemporal Pre-training Mingxu Jiang, Jiaxing Liu, Yiyan Xu, Haoyang Hu, and Liang Xie |
| BigD330 | SDP-DETR: End-to-End Detection of Aircraft Skin Defects via Dynamic
Multi-Scale Aware Mechanism Lifeng Wei, Chufan Pang, and Xinzheng Xu |
| BigD333 | ATS and BEMAF-UNet for Accurate and Robust Renal Histopathology
Image Segmentation Linfeng Du, Xiang Li, Yi Zhang, and Dehan Li |
| BigD336 | BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised
Anomaly Detection He Cheng, Depeng Xu, and Shuhan Yuan |
| BigD349 | Efficient Adversarial Malware Defense via Trust-Based Raw Override
and Confidence-Adaptive Bit-Depth Reduction Ayush Chaudhary and Sisir Doppalpudi |
| BigD353 | Phase-Aware Spectrogram Fusion with Dual-Stream Residual Networks
for Underwater Acoustic Recognition Xingfeng Li and Feifei Yu |
| BigD355 | Valence-Arousal Emotion Recognition Using A Deep Three-Layer Model
with Aural Perceptual Representations Xingfeng Li and Junjie Li |
| BigD369 | SR-MPL: Single-round Fair Multiparty Lottery for
Consensus Jingzhe Wang and Balaji Palanisamy |
| BigD370 | Effective Neural Author-Topic Modeling by Leveraging Pre-Trained
Language Models Yingda Shen, Da Yan, and Yang Zhou |
| BigD372 | Typhoon: A Slice-Scrambled In-Place LSD Sort Zelun Liu, Arif Arman, and Dmitri Loguinov |
| BigD374 | ReactionTeam: Teaming Experts for Divergent Thinking Beyond Typical
Reaction Patterns Taicheng Guo, Changsheng Ma, Kehan Guo, Xiuying Chen, Bozhao Nan, Shichao Pei, Nitesh V. Chawla, Olaf Wiest, and Xiangliang Zhang |
| BigD378 | Transformer for Heterogeneous Graphs Shiyin Zhang, Zheng Fang, and Guojie Song |
| BigD383 | Large-Scale Analysis of User Feedback on AI-Powered Mobile
Apps Vinaik Chhetri, Krishna Upadhyay, A.B. Siddique, and Umar Farooq |
| BigD392 | A Theoretical Framework Bridging Attention and SVM Optimization
Dynamics and Sparsity Zhihang Li, Zhao Song, and Jiale Zhao |
| BigD398 | Hypergraph Structure Recommendation Model with Counterfactual
Learning Xinglin Liu, Yutong Zhang, Youhan Qi, Xin Wang, and Ying Wang |
| BigD403 | Improving Resource Overcommitment with Granular and Pattern-Based
Machine Learning Predictions Ali Zafar Sadiq, Haiying Shen, Tanmoy Sen, Nan Deng, and Sunan Xiang |
| BigD408 | Accelerating k-means++ Algorithm Jiehao Liang, Somdeb Sarkhel, Zhao Song, Chenbo Yin, Zhen Zhuang, and Danyang Zhuo |
| BigD430 | Why Softmax Attention Outperforms Linear Attention Yichuan Deng, Zhao Song, Kaijun Yuan, and Tianyi Zhou |
| BigD442 | Integrating Hypergraph and Fourier Transform for Sequential
Recommendation Shiyu Wei, Linlin Zhang, Taozhi Wang, Jiaqi Hou, Madina Mansurova, Baurzhan Belgibayev, and Kai Zhao |
| BigD448 | Host Bridge Level Cache in Memory-Centric Fabric and its Impacts on
Disaggregated Memory System Young Woo Kim, HyukJe Kwon, Song-woo Sok, Jinmee Kim, Hagyoung Kim, Seung-Jun Cha, Kwangwon Koh, and KangHo Kim |
| BigD452 | On Efficient Computation of Generalized Distance Oracles Zhao Song, Jason Zhang, and Jiahao Zhang |
| BigD454 | Uncertainty Modeling and Enhanced Gather-And-Distribution Mechanism
for Multi-Person Pose Estimation in Dense Scenes Yuan Gao, Xiaobo Zhang, Yutao Liu, Andrew Lim, and Yan Yang |
| BigD464 | Cross-Sectional Characteristic-driven Deep Reinforcement
Learning Huanghao Chen, Jerome YEN, and Yain-Whar Si |
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Virtual Room 2, 09:00 - 17:30 (UTC +8) (Meeting Link)
Zoom Meeting ID & Passcode: 86816425264 & 857188 |
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|---|---|
| Paper ID | Title & Author(s) |
| BigD202 | EffiTabu: A Static Job Scheduling Optimization Algorithm Based on
Improved Tabu Search Ruchao Cai and Jing Bian |
| BigD274 | LLM-driven Effective Knowledge Tracing by Integrating Dual-channel
Difficulty Jiahui Cen, Jianghao Lin, Dong Zhou, Weixuan Zhong, Jin Chen, Aimin Yang, and Yongmei Zhou |
| BigD286 | Hierarchical Model Trees for Semantic Summarization and Adaptive
Inference Damien Foucard, Moneer Martini, and Lukas Bender |
| BigD298 | A Complete Evaluation Method for Factual Knowledge Base on
AMR Peng Hu |
| BigD302 | UltraSTF: Ultra-Compact Model for Large-Scale Spatio-Temporal
Forecasting Chin-Chia Michael Yeh, Xiran Fan, Zhimeng Jiang, Yujie Fan, Huiyuan Chen, Uday Singh Saini, Vivian Lai, Xin Dai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, and Yan Zheng |
| BigD342 | SGFusion: Stochastic Geographic Gradient Fusion in Federated
Learning Khoa Nguyen, Khang Tran, Hai Phan, Cristian Borcea, Rouming Jin, and Issa Khalil |
| BigD344 | SAVe-Vis: An End-to-End Multimodal Framework for Schema-Aware and
Self-Validating data Visualization Generation Yi Li, Jiana Meng, Di Zhao, and Bolin Wang |
| BigD346 | Robust Legal Element Verification with Iterative LLMs for Enhanced
Data Quality Shijia Jiang, Hongan Chen, Haochen Jia, Ronghui Han, and Hao Wang |
| BigD371 | Quantile Forecasting of Solar Radiation in the Amazon Using Deep
Learning and Signal Decomposition Andre Marques and Pedro Correa |
| BigD373 | RLTR-LLM: A Temporal Knowledge Graph Few-Shot Out-of-Graph Link
Prediction Method Integrating RL-Based Temporal Retrieval and LLM Generation Mengyu Han, Jinpeng Li, Hang Yu, and Xiangfeng Luo |
| BigD390 | Dally: A network-placement sensitive cluster scheduler for deep
learning Aakash Sharma, Vivek M. Bhasi, Sonali Singh, Mahmut T. Kandemir, George Kesidis, and Chita R. Das |
| BigD391 | Towards Faster External-Memory Graph Computing on Small
Neighborhoods Di Xiao, Yi Cui, and Dmitri Loguinov |
| BigD397 | Diffusion models: A systematic review from generative theory to
applications in group activity Fangxu Wu and Gang Zhang |
| BigD399 | Explainable Graph Neural Architecture Search via Monte-Carlo Tree
Search Yuya Sasaki |
| BigD414 | Real-time Multi-Range Query Processing on Streaming
Trajectories Hui Luo, Farhana Choudhury, Jun Yan, Chen Chen, and Xi Chen |
| BigD416 | A Contextual Bandit Approach to Dynamic Thread Tuning in Data
Pipeline Systems Yuanhe Liu, Qiuping Zhang, Longfei Yue, Zhenkun Zheng, and Ying Guo |
| BigD417 | Towards More Reliable Chinese Spelling Correction: Fine-Grained
Confidence Estimation against Suboptimal Corrections Chaodong Tong, Kun Peng, Qi Zhang, Mingzhe Lu, Haimei Qin, Lei Jiang, and Yanbing Liu |
| BigD427 | Using multi-perspective information and automatic method selection
to enhance the performance of large language models in financial question answering Xuesi Hu, Qiancheng Zhang, Jinpeng Miao, and Peng Wang |
| BigD445 | Adjacency-Aware Deep Reinforcement Learning for Centralized Vehicle
Repositioning Chenxu Zhang, Xun Zhou, Yitian Shao, and Jun Luo |
| BigD450 | Dynamic Knowledge Graph-Guided Deep Reinforcement Learning with
Hierarchical Semantics Transformer for Portfolio Management Fengchen Gu, Zhilu Zhang, Zhengyong Jiang, ?ngel F. Garc?a-Fern?ndez, Jionglong Su, and Huakang Li |
| BigD451 | A Chinese Fake Review Detection Model Based on BERT and Sentiment
Analysis Embedding: Dataset Construction and Model Optimization Xieyuan Li and Haochen Wang |
| BigD462 | ACKE: Attribute and Context based Knowledge Encoding Yuxi Qin and Xinhua Zhang |
| BigD480 | Meta-learning with adaptive borrowing for high dimensional moment
condition model Abhisek Chakraborty and Anirban Chakraborty |
| BigD483 | LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao, Jiayue Chen, Lawrence Lim, Ishtiyaque Ahmad, Divyakant Agrawal, and Amr El Abbadi |
| BigD487 | T-RDF: A Task-Based Parallel System for Efficiently Answering SPARQL
Queries Lyuheng Yuan, Da Yan, Saugat Adhikari, Jiao Han, Lei Zou, and Yang Zhou |
| BigD519 | Denoised Recommendation Model with Collaborative Signal
Decoupling Li Zefeng and Yang Ning |
| BigD531 | A Discourse-Aware Entailment Reasoning for Spoken Language
Understanding Model Li Zhang, Meiling Liu, Lin Shi, Fanfan Du, and Qingwang Zeng |
| BigD536 | DTC: Demonstration-enhanced Tool Calling for Large Language
Models Guoliang Hu, Liang Qian, and Houlong Xiong |
| BigD540 | ExpandFuse: A Hybrid Retrieval Framework with Query Expansion and
Topic-aware Reranking for Multi-Hop Question Answering Keerthana Murugaraj, Salima Lamsiyah, and Martin Theobald |
| BigD556 | PrivCLIP: Dynamic User-controllable Privacy-preserving Few-shot
Sensing Framework Ajesh Koyatan Chathoth, Shuhao Yu, and Stephen Lee |
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Virtual Room 3, 09:00 - 17:30 (UTC +8) (Meeting Link)
Zoom Meeting ID & Passcode: 88263124460 & 522203 |
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|---|---|
| Paper ID | Title & Author(s) |
| BigD467 | HTRGN: Hybrid Temporal-aware and Relation-Enhanced Graph Neural
Network for Extrapolation Reasoning in Temporal Knowledge Graphs Zhenxi Lu, Tingxuan Chen, Jun Long, Zidong Wang, and Liu Yang |
| BigD473 | Selective Multi-Hop Type-Aware Enhancement for Context-Limited
Knowledge Graph Entity Typing Yuhe Bai, Modou Gueye, and Hubert Naacke |
| BigD482 | Quantifying Privacy Leakage in Multi-agent LLMs: A Unified
Theoretical and Empirical Analysis Milon Biswas, Wei Yu, Qianlong Wang, and Weixian Liao |
| BigD484 | SciTopic: Enhancing Topic Discovery in Scientific Literature through
Advanced LLM Pengjiang Li, Zaitian Wang, Xinhao Zhang, Ran Zhang, Lu Jiang, Pengfei Wang, and Yuanchun Zhou |
| BigD500 | Unsupervised Timeline Summarization via Time-Aware Graph Structural
Entropy Minimization Fan Peng, Yantuan Xian, Hongbin Wang, Yuxin Huang, Ran Song, and Zhengtao Yu |
| BigD508 | FLEXI: Phase-Aware Function Resizing for Heterogeneous Serverless
GPU workloads Shruti Mohanty, Vivek M. Bhasi, Jashwant R. Gunasekaran, Prashanth Thinakaran, Mahmut T. Kandemir, and Chita R. Das |
| BigD514 | ParaCUP-NBR: Next-basket Recommendation via Parallel Modeling of
Compatibility and User Preference with Multi-attribute Items Jianfu Li and Yuying Yang |
| BigD515 | Autoregressive Low-Rank Tensor Completion with Schatten Capped
p-Norm for Traffic Data Imputation Yao Li, Qianyu Shu, and Jianjun Wang |
| BigD516 | Structured Memory and Role-Aware Decision Making for Supply Chain
Transportation Hongyu Cao, Haoyue Bai, and Yanjie Fu |
| BigD527 | Multi-view Partial label Metric Learning Jianjun He, Jinghua Li, Jianhong Sun, Ruirui Zheng, Yu Zhou, and Peng Xu |
| BigD528 | Spectral Clustering of Categorical and Mixed-type Data via Extra
Graph Nodes Dylan Soemitro and Jeova Farias Sales Rocha Neto |
| BigD537 | PHCL: Prescription recommendation via Hypergraph-enhanced
Contrastive Learning Meixi Lu, Long Tan, and Yeran Wang |
| BigD549 | 3D Human Pose Estimation with Spatio-Temporal Topological
Decoupling Xiaolong Qin and Xiaowei Zhang |
| BigD555 | Heterogeneous Graph Neural Networks with Ordinal Regression for
Legal Case Retrieval Jianrong Zhang, Xiaoyu Kang, Zhixin Shi, and Min Li |
| BigD557 | Efficient Time-Dependent Shortest Path Finding on Cargo
Network Elton Chun-Chai Li, Ziyi Liu, Ruiyuan Zhang, Sean Shing-Fung Lau, Yehong Xu, and Xiaofang Zhou |
| BigD559 | Option Pricing based on the DeepOption Framework with Arbitrage-Free
Constraints and an Enhanced Transformer Model zhaoju wang |
| BigD568 | ReLAD: Retrieval-Augmented Latent Diffusion for Complex Aerial Image
Generation Douglas Townsell, Lingwei Chen, Chen Pan, Mimi Xie, and Wen Zhang |
| BigD573 | GPU-Accelerated Maximal Quasi-Clique Mining Michael Greenbaum, Ke Fan, Wajid Manzoor, and Guimu Guo |
| BigD583 | VirtualGCN ? Enhancing Graph Collaborative Filtering with Virtual
Interactions Patrick Soga, Yushun Dong, Yaochen Zhu, Jundong Li, Tong Zhao, and Neil Shah |
| BigD593 | Degree-Based Scheduling and Memory Management for Large-Scale Exact
Online GNN Inference Alireza Namazi, Haiying Shen, Tanmoy Sen, and Minjia Zhang |
| BigD595 | Dual-space Relational Contrastive-aware Neighborhood Matching Method
for Entity Alignment Qiwen Tan, Tiezheng Nie, Derong Shen, and Yue Kou |
| BigD628 | Multi-identifier Leveraging Text-Visual Construction for Multimodal
Generative Recommendation zizhong zhu, Xiaowang Zhang, and Zhiyong Feng |
| BigD645 | Causal Disentangled Representation Learning for Unbiased Treatment
Effect Estimation Hui Meng, Xuyu Peng, Keping Yang, and Bo Zheng |
| BigD666 | P2S-XR: Predictive and Scalable Scheduling for Concurrent Multi-User
XR Services Yaru Zhao, Shoulu Hou, Binyang Li, and Yakun Huang |
| BigD680 | Impact-Aware Retrieval Defense: Mitigating Word Substitution Ranking
Attacks for Enhanced Stability Junping Liu, Xiaolong Li, Xinrong Hu, Wangli Yang, Wanqing Li, Jie Yang, Wenbin Zhang, and Yi Guo |
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Virtual Room 4, 09:00 - 17:30 (UTC +8) (Meeting Link)
Zoom Meeting ID & Passcode: 88578852736 & 795259 |
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|---|---|
| Paper ID | Title & Author(s) |
| N221 | Generalizing Vehicle Energy Consumption Models: Introducing the
Large Energy Model Concept Shinhoon Kim, Vishnu Raghupathy, Yongkang Liu, Keisuke Niimi, Takahiro Mochihara, and Jiawei Yong |
| N223 | EiFormer: Improving Inverted Transformers for Efficient Time Series
Forecasting in Large-Scale Spatial-Temporal Data Jiarui Sun, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Xiran Fan, Zhimeng Jiang, Uday Singh Saini, Vivian Lai, Junpeng Wang, Huiyuan Chen, Zhongfang Zhang, Yan Zheng, and Girish Chowdhary |
| N238 | Taxonomy-based Negative Sampling In Personalized Semantic Search for
E-commerce Uthman Jinadu, Siawpeng Er, Le Yu, Chen Liang, Bingxin Li, Yi Ding, and Aleksandar Velkoski |
| N252 | A Dual Knowledge Graph-Driven Computation of SDG
Indicators Wissal BENJIRA, Nicolas TRAVERS, Faten ATIGUI, Bénédicte BUCHER, and Malika GRIM-YEFSAH |
| N256 | Serverless GPU Architecture for Enterprise HR Analytics: A
Production-Scale BDaaS Implementation Guilin Zhang, Wulan Guo, Ziqi Tan, Srinivas Vippagunta, Suchitra Raman, Shreeshankar Chatterjee, Ju Lin, Mary Schladenhauffen, Shang Liu, Jeffrey Luo, and Hailong Jiang |
| N258 | Practical HTAP in the Cloud: Evaluating TiDB against OLTP and OLAP
Systems Manvi Kishore and Jin Soung Yoo |
| N265 | Improving Greenland Bed Topography Mapping with Uncertainty-Aware
Graph Learning on Sparse Radar Data Bayu Adhi Tama, Homayra Alam, Mostafa Cham, Omar Faruque, Jianwu Wang, and Vandana Janeja |
| N273 | CryptoFusion: A Temporal Graph-Aware Transformer Framework for
Robust Cryptocurrency Forecasting and Adaptive Portfolio Optimization Abhishek Joshi, Alihan Hadimlioglu, and Nikhilesh Krishnakumar Verma |
| N284 | BroadGen: A Framework for Generating Effective and Efficient
Advertiser Broad Match Keyphrase Recommendations Ashirbad Mishra, Jinyu Zhao, Soumik Dey, Hansi Wu, Binbin Li, and Kamesh Madduri |
| N201 | Scaling Predictive Power: An Empirical Study of Neural Network
Ensembles for Cross-Sectional Returns Beier Liu, Xushu Dai, and Haiyun Zhu |
| N208 | An Integrated Deep Learning Framework for Trading Card Grading:
Design, Deployment, and Evaluation Lutfun Nahar, Md. Saiful Islam, Mohammad Awrangjeb, and Rob Verhoeve |
| N214 | Cross-Platform E-Commerce Product Categorization and
Recategorization: A Multimodal Hierarchical Classification Approach Lotte Gross, Rebecca Walter, Nicole Zoppi, Adrien Justus, Alessandro Gambetti, Qiwei Han, and Maximilian Kaiser |
| N222 | Feasibility of Privacy-Preserving Entity Resolution on Confidential
Healthcare Datasets Using Homomorphic Encryption Yixiang Yao, Joseph Cecil, Praveen Angyan, Neil Bahroos, and Srivatsan Ravi |
| N232 | SegmentAndClassify: A Two-Stage Model for Large Scale Named Entity
Recognition Bin Li |
| N243 | Multi-Modal Vision vs. Text-Based Parsing: Benchmarking LLM
Strategies for Invoice Processing David Berghaus, Armin Berger, Lars Hillebrand, Kostadin Cvejoski, and Rafet Sifa |
| N259 | Adaptive Fraud Detection via Meta-Learning with KAN and Ensemble
Strategies Medabalimi Ravi Kumar, Harshitha Munukoti, Mohammed Hassan Khan, Nikhil Gumasthi, Pushpak Agarwal, Saurav Singla, and Satyaprasad Rao |
| N271 | LLM-Modulo-Rec: Leveraging Approximate World Knowledge of LLMs To
Improve eCommerce Search Ranking Under Data Paucity Ali El Sayed, Reihaneh Gh. Roshan, Sathappan Muthiah, and Nikhil Muralidhar |
| N203 (Abs.) | mpowering Time Series Forecasting with LLM-Agents Chin-Chia Michael Yeh, Vivian Lai, Uday Singh Saini, Xiran Fan, Yujie Fan, Junpeng Wang, Xin Dai, and Yan Zheng |
| N266 (Abs.) | Transformers for Payment Transactions via Periodic Positional
Encoding and Contrastive Learning Michiharu Yamashita, Mert Kosan, Yong Zhao, Can Liu, Shubham Agrawal, and Chiranjeet Chetia |
| N279 (Abs.) | A Hybrid Large Vision Model Powered GUI Agent for Walmart
MyAssistant Application Qixin Wang, Puneet Girdhar, Yaowei Hu, Dawei Wang, Yifan Wang, Chaitanya Devella, Ayush Dwivedi, Wenlai Guo, Terrence Liu, Manmohan Dogra, Kun Chen, Yu Zheng, Shangwen Huang, Swati Pandey, Balram Mirani, Diwash Pokharel, Greg Hayworth, Han Li, and Xintao Wu |
|
Virtual Room 1, 09:00 - 17:30 (UTC +8) (Meeting Link)
Zoom Meeting ID & Passcode: 82362533045 & 553923 |
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|---|---|
| Paper ID | Title & Author(s) |
| BigD685 | Multi-granular Negative Sampling Framework for Multi-modal Knowledge
Graph Completion Yunhao Xu, Ruishen Liu, and Xiangfeng Luo |
| BigD699 | USFF: A Unified Sales Forecasting Framework for Vending
Machines li qianyang, zhang xingjun, and wang shaoxun |
| BigD707 | FedAdaClip: Adaptive Clipping for Private Federated
Learning Yifan Sun, Rui Zhang, and Yang Tao |
| BigD717 | Implementing Efficient Linear Bandits via Sketches and Random
Projections Lilia Izri, Beno?t Groz, and Silviu Maniu |
| BigD735 | Fast Active-Set Thresholding Method for Nonnegative Least
Squares Benjamin Cobb, Ramakrishnan Kannan, Konstantin Pieper, Piyush Sao, Yongseok Soh, Jee Choi, Richard Vuduc, and Haesun Park |
| BigD744 | Implicit Hypergraph Neural Network Akash Choudhuri, Yongjian Zhong, and Bijaya Adhikari |
| BigD749 | Improving Causal Feasibility in Counterfactual Explanations for
Multivariate Time Series Classification Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaina Filali Boubrahimi, and Shah Muhammad Hamdi |
| BigD755 | Uncovering Treatment Response Patterns with Topological Clustering
of Brain Networks Jiaying Yi, Jian Yin, Rahul Ghosal, Julius Fridriksson, Rutvik Desai, and Yuan Wang |
| BigD765 | Adaptive Degree-based Conformal Prediction for Individual Treatment
Effect Estimation on Networked Data Xiaofan Zhou, Jing Ma, and Lu Cheng |
| BigD768 | IResNets: Iterative Residual Neural Networks Shiquan He and Randy Paffenroth |
| BigD769 | IRIS: Interpretable Risk Clustering Intelligence for Survival
Analysis Kazi Noshin, Bojian Hou, Mary Regina Boland, Zixuan Wen, Boning Tong, Li Shen, and Aidong Zhang |
| BigD770 | DEEPSALT: Bridging Laboratory and Satellite Spectra through Domain
Adaptation and Knowledge Distillation for Large-Scale Soil Salinity Estimation Rupasree Dey, Abdul Matin, Everett Lewark, Tanjim Bin Faruk, Andrei Bachinin, Sam Leuthold, M. Francesca Cotrufo, Shrideep Pallickara, and Sangmi Lee Pallickara |
| BigD771 | Federated Knowledge Expansion for Collections of Heterogeneous
Devices Xiaopeng Jiang and Cristian Borcea |
| BigD774 | FACT: Gated Fusion-Augmented Causal Mask Transformer for Pseudotime
Analysis Zhen Lu, Chengjie Zheng, Iris Shen, John Quackenbush, Viola Fanfani, Wei Ding, and Ping Chen |
| BigD785 | ESPNet: Edge-Aware Graph Representation Learning over Analyst?Firm
Bipartite Networks for Earnings Surprise Prediction Siqi Jiang, Xinyuan Tao, Ajim Uddin, Zhi Wei, and Dantong Yu |
| BigD799 | Entropy-Driven Curriculum for Multi-Task Training in Human Mobility
Prediction Tianye Fang, Xuanshu Luo, and Martin Werner |
| BigD801 | MASE: Interpretable NLP Models via Model-Agnostic Saliency
Estimation Zhou Yang, Shunyan Luo, Jiazhen Zhu, and Fang Jin |
| BigD810 | SWAT-NN: Simultaneous Weights and Architecture Training for Neural
Networks in a Latent Space Zitong Huang, Mansooreh Montazerin, and Ajitesh Srivastava |
| BigD811 | Fair In-Context Learning via Latent Concept Variables Karuna Bhaila, Minh-Hao Van, Kennedy Edemacu, Chen Zhao, Feng Chen, and Xintao Wu |
| BigD814 | Knowledge Guided Encoder-Decoder Framework: Integrating Multiple
Physical Models for Agricultural Ecosystem Modeling Qi Cheng, Licheng Liu, Yao Zhang, Mu Hong, Shiyuan Luo, Zhenong Jin, Yiqun Xie, and Xiaowei Jia |
| BigD818 | Deep Active Re-Labeling: Toward Noise-Resilient Annotation
Efficiency Md Abdullah Al Forhad and Weishi Shi |
| BigD819 | LLM based Knowledge Graph Approach to Automating Medical Device
Regulatory Compliance Subhankar Chattoraj and Karuna Pande Joshi |
| BigD821 | ShapeToVec: Encoding Polygonal Shapes with Extreme Area Variability
for Effective Approximate Jaccard Similarity Queries Buddhi Ashan Mallika Kankanamalage, Satish Puri, Anju Soman, Matthew Schwennesen, and Sushil K. Prasad |
| BigD825 | Black-box Transferable Adversarial Attack via Frequency-domain Data
Augmentation and Model Weight Perturbation Zhirui Wang, Yaoning Wang, Yao Ge, Hua Dai, Qian Zhou, and Yun Li |
| BigD830 | Reinforcement Learning?Driven Stochastic Control for Scalable
Incentive Optimization in Big Data Platforms David Li |
|
Virtual Room 2, 09:00 - 17:30 (UTC +8) (Meeting Link)
Zoom Meeting ID & Passcode: 86816425264 & 857188 |
|
|---|---|
| BigD560 | RFE-KGQA: A GNN-Enhanced Reasoning-Filter-Evaluation Framework for
Knowledge Graph Question Answering Wanglin Chen, Jieyu Zhan, and Wenjun Ma |
| BigD561 | HyperGAT: Hypergraph Attention Network for Stock Movement
Prediction Jianliang Gao, Shilin Xie, Shujin Wang, and Xiaohua Tony Hu |
| BigD569 | A deep learning model for water quality prediction based on temporal
decomposition and feature enhancement learning Rui Xu, Chuchu Tan, Deke Wang, Jian Li, Liyi Guo, KAMARUL HAWARI BIN GHAZALI, Liangmei Huang, Hang Wan, Shaohua Sun, and Shiming Shen |
| BigD576 | Global Cross-Time Attention Fusion for Enhanced Solar Flare
Prediction from Multivariate Time Series Onur Vural, Shah Muhammad Hamdi, and Soukaina Filali Boubrahimi |
| BigD580 | Online Multi-modal Root Cause Identification in Microservice
Systems Lecheng Zheng, Zhengzhang Chen, and Haifeng Chen |
| BigD581 | Federated Multi-modal Knowledge Graph Representation Learning with
Optimal Transport Alignment Kinan Al-Attar, Ali N. Firoozsalari, and Rajiv Ramnath |
| BigD586 | Feedback-Integrated Short Answer Grading with Data Augmentation and
Large Language Models Bin Zhu, Zebiao Chen, and Shouqiang Liu |
| BigD596 | CHEX: A Cascade of Heterogeneous Experts for Instance-Wise Credit
Assessment Daphney-Stavroula Zois, Charalampos Chelmis, Mahsa Azarshab, and Ali Salehi Darjani |
| BigD600 | CARE: Contrastive and Adversarial Representation Enhancement for
Heart Failure Prediction Yunfan Zhou, Ying Li, Xuxue Sun, YongQi Hou, Dongquan Li, Jing Shao, Li Wang, and Bo Kong |
| BigD613 | Secure Retrieval-Augmented Generation against Poisoning
Attacks Zirui Cheng, Jikai Sun, Anjun Gao, Yueyang Quan, Zhuqing Liu, Xiaohua Hu, and Minghong Fang |
| BigD631 | Entity-Aware Pretraining of Large Language Models for Recommender
Systems Zhixuan Chu and Yifan Zhu |
| BigD634 | FedHAN: Robust Federated Learning under Model Heterogeneity and
Label Noise Zaipeng Xie, Zishu Zhou, Xuanyao Jie, Xing Gao, Han Xu, and Leihan Wang |
| BigD640 | ParaGrapher: A Parallel and Distributed Graph Loading Library for
Large-Scale Compressed Graphs Mohsen Koohi Esfahani, Syed Ibtisam Tauhidi, Marco D?Antonio, Thai Son Mai, and Hans Vandierendonck |
| BigD647 | EasyTUS: A Comprehensive Framework for Fast and Accurate Table Union
Search across Data Lakes Tim Otto |
| BigD649 | Vertical Federated Learning on Scattered Directive: Enforcing
Policies on VFL Workflows Jake Jongejans, Alexandros Koufakis, and Ana Oprescu |
| BigD655 | Trustworthy Scheduling for Big Data Applications Dimitrios Tomaras, Vana Kalogeraki, and Dimitrios Gunopulos |
| BigD658 | Unveiling the Dynamics of Multi-Dimensional Filter Bubbles in News
Recommendation Manal A. Alshehri and Xiangliang Zhang |
| BigD661 | SD-CIL: A Structurally Decoupled Framework for Balancing Stability
and Plasticity in Online Class-Incremental Learning Mengyun Chen, Jinyong Cheng, Zhe Zhuang, and Zhonghe Wei |
| BigD679 | Spatio-Temporal Convolution Enhancement for Temporal Dynamics in
Information Diffusion Prediction YaJing Zhang and Lei Zhang |
| BigD681 | MPC-XGB: Privacy-Preserving Vertical Federated XGBoost via Secure
Multiparty Computation Asma Ramay, Estrid He, Mengmeng Yang, Tabinda Sarwar, Xinqian Wang, and Xun Yi |
| BigD691 | A Focus-Relation Alignment-based Dynamic State Representation Method
for Multi-hop Knowledge Graph Question Answering Zifang Tang, Yani Yang, Lanyun Xiao, Tong Li, Yiting Wang, and Zhen Yang |
| BigD724 | Extracting TTPs and Generating Sigma Rules from Cyber Threat
Intelligence via Densified Knowledge Graph RAG and Optimized Reflective Agentic AI Jeffrey Fairbanks and Edoardo Serra |
| BigD731 | MEAL-RL: Population Collection and Temporal Aggregation
Reinforcement Learning Strategies For Metalearning Food Donations Esha Sharma, Lauren Davis, Julie Ivy, and Min Chi |
| BigD752 | Explaining Clinical Outcome Predictions with Compositional Rationale
Extraction Model Weiting Gao, Riley Grossman, and Yi Chen |
| BigD757 | Reinforcement Learning for Dynamic Decision Making in Engineering
Systems Ramin Giahi, Cameron MacKenzie, Reyhaneh Bijari, Reza Yousefi Maragheh, and Kai Zhao |
| BigD772 | MMP: Towards Robust Multi-Modal Learning with Masked Modality
Projection Niki Nezakati, Md Kaykobad Reza, Ameya Patil, Mashhour Solh, and M. Salman Asif |
| BigD775 | Let them have CAKES: A Cutting-Edge Algorithm for Scalable,
Efficient, and Exact Search on Big Data Morgan Prior, Thomas Howard, Oliver McLaughlin, Terry Ferguson, Najib Ishaq, and Noah Daniels |
| BigD779 | CAE: Character-Level Autoencoder for Non-Semantic Relational Data
Grouping Veera V S Bhargav Nunna, Shinae Kang, Zheyuan Zhou, Virginia Wang, Sucharitha Boinapally, and Michael Foley |
| BigD782 | GPU Native Computation of Scalable Tensor Programs Tanvir Ahmed Khan and Leonidas Fegaras |
| BigD784 | SWIFT: Scene-Aware Dual Cross-Attention Flight Trajectory
Prediction Jihong Zhang, Pingfu Chao, Junhua Fang, Hui Peng, and Jiajie Xu |
|
Virtual Room 3, 09:00 - 17:30 (UTC +8) (Meeting Link)
Zoom Meeting ID & Passcode: 88263124460 & 522203 |
|
|---|---|
| Paper ID | Title & Author(s) |
| BigD794 | Federated Continual Learning Using Concept Matching Xiaopeng Jiang, Pritam Sen, and Cristian Borcea |
| BigD804 | Semantically-Aware LLM Agent to Enhance Privacy in Conversational AI
Services Jayden Serenari and Stephen Lee |
| BigD808 | FedNSA: Federated Noise-Signature Alignment for Model-Heterogeneous
UAV Vehicle Detection Tianshi Che, Yang Zhou, Tonghui Li, Qing Chang, Da Yan, Huaguo Zhou, and Zhe Jiang |
| BigD809 | Deep Learning-Based Detection of Multiple Subsurface Defects Using
Ultrasonic Surface Waves for Transportation Infrastructure Duoduo Liao, Vansh Ashok Setpal, and Sehaj Gill |
| BigD820 | A Polytope-Centric Approach for Efficient Domain Partitioning in
Function Sorting Xiyao Li, Ying Cai, and Soamar Homsi |
| BigD834 | A Data-Driven Probabilistic and Game-Theoretic Algorithm to Optimize
Compensation in Cooperative Sharing Economies David Li |
| BigD838 | Do Multimodal Large Language Models Compete with Specialized Object
Detection Models? A Quantitative Benchmark Andrew Dunton, Priya Govindarajulu, and Mohammad Masum |
| BigD849 | Orchestrate-on-Graph: A Multi-Agent Hybrid Retrieval and Reasoning
Framework for Reliable LLM Reasoning Bohan Cao, Gewei Lu, and Liping Shen |
| BigD851 | FastREI: Fast Rare Event Identification on X-ray Data with
Cross-Stage Optimizations Ziyu Hu, Jiamin Wang, Zhiqing Zhong, Weijian Zheng, Hemant Sharma, Jun-Sang Park, Peter Kenesei, Antonino Miceli, Zhaorui Zhang, Rajkumar Kettimuthu, and Xiaodong Yu |
| BigD853 | A Cost-Benefit Analysis of On-Premise Large Language Model
Deployment: Breaking Even with Commercial LLM Services Guanzhong Pan and Haibo Wang |
| BigD861 | Contrastive Self-Supervised Learning for Text Incoherence
Detection Phuong Nguyen, Tuan Le, and Julian McAuley |
| BigD866 | GFHF-Net: A 3D Global?Fine Hierarchical Fusion Network for Accurate
Lung Nodule Segmentation Feng Chen, Xiaobo Zhang, Zixuan Zhao, Jinyu Bao, and Xiaoping Qiu |
| BigD874 | Intent based Knowledge Graph aware Recommender System with Causal
Inference Qigong Bi, Yun Yang, Yongliang Ding, and Peng Pu |
| BigD883 | JADE: Jailbreak-Aware Dynamic Defense Enhancer for LLMs via
Reinforcement Learning Peicheng Zhao, Laizhen Li, Xitong Gao, Juanjuan Zhao, and Kejiang Ye |
| BigD902 | R-KBQA: Revise-once correction for Generate-then-Retrieve
KBQA Wenbo Huang and Lihui Liu |
| BigD904 | Adversarial Bias: Data Poisoning Attacks on Fairness Eunice Chan and Hanghang Tong |
| BigD913 | Contrastive Anomalous User Detection in Recommender Systems via
Multi-semantic Paths Hangyuan Du, Liu Yang, Liang Bai, Gaoxia Jiang, Lu Bai, and Wenjian Wang |
| BigD917 | DynaGABiS: Aspect-based sentiment analysis based on dynamic graph
grammar modeling and gated attention mechanism Chaoyue Wang, Yuhua Qin, Yuehang Hu, and Hao Zhang |
| BigD935 | RAILL : Retrieval-Augment and Instruction Tuning for Low-resource
Language Model Training Youngjun Choi, Sungjun Lim, Minhoi Park, Jaekyeong Jung, TaeKyung Kim, Eunsik Kim, Chul-su Kim, Kyongjae Lee, Hosik Choi, and Kyungwoo Song |
| BigD944 | An Incremental Learning Approach for Micro-credit
Approval Shiyang Hao, Yi Liu, Hanyu Yang, Junjie Liu, and Jianfei Yin |
| BigD947 | Generation, Validation, and Selection: A Proof-by-Contradiction
Reasoning Chain Data Synthesis Method for Enhancing Indirect Reasoning in Large Language
Models runsheng Li, kai Sun, bin Shi, and bo Dong |
| BigD956 | Tricks and Plug-ins for Gradient Boosting in Image
Classification Biyi Fang, Jean Utke, Truong Vo, and Diego Klabjan |
| BigD976 | Lung Cancer Detection Using Fine-Tuned Data-Efficient
Models Jared Nobles and Xumin Liu |
| BigD831 | Sobol?s Total Indices for Accurate and Scalable Feature Exclusion in
High-Dimensional Data Zonghan Zhang and Zhiqian Chen |
| BigD839 | DAO-GP Drift Aware Online Non-Linear Regression
Gaussian-Process Mohammad Abu-Shaira, Ajita Rattani, and Weishi Shi |
| BigD850 | AdvQA: Query-Aware Adversarial Training for Knowledge Graph
Reasoning Ziyan Liu and Lihui Liu |
| BigD865 | Staleness-based Subgraph Sampling for Training GNNs on Large-Scale
Graphs Limei Wang, Si Zhang, Hanqing Zeng, Hao Wu, Zhigang Hua, Kaveh Hassani, Andrey Malevich, Bo Long, and Shuiwang Ji |
| BigD875 | User-Aware Denoising Sequential Model for Multi-behavior
Recommendation Youwanhong Shan and Zhiyun Chen |
| BigD879 | A Margin Enhanced Data Augmentation Method for Imbalanced Credit
Default Prediction Hong Zhang, Yuansheng Chen, Ximing Liu, Jinran Wu, Yichao Liao, and Yayong Li |
| BigD884 | Every Lie Has a Grain of Truth: Disentangling Deception from
Authentic Content for Fake News Detection Junping Liu, Zhenhao Hu, Xinrong Hu, Wangli Yang, Wanqing Li, Jie Yang, and Yi Guo |
| BigD889 | MetaSynth: Multi-Agent Metadata Generation from Implicit Feedback in
Black-Box Systems Shreeranjani SrirangamSridharan, Ali Abavisani, Reza Yousefi Maragheh, Ramin Giahi, Kai Zhao, Jason Cho, and Sushant Kumar |
|
Virtual Room 1, 09:00 - 12:30 (UTC +8) (Meeting Link)
Zoom Meeting ID & Passcode: 82362533045 & 553923 |
|
|---|---|
| BigD893 | The Dark?Affective Bench: A Benchmark for Evaluating Maladaptive
Personality Traits and Affective Tendencies in Large Language Models Haoran Yang, Wei Ge, Tongxuan Zhang, Guiyun Zhang, and Haofang Zhang |
| BigD901 | Efficient Neuro-Symbolic Predictive Modeling for Near-Miss Accident
Detection in High-Velocity Video Streams Thi-Mai-Phuong Nguyen, Minh-Son Dao, Swe Nwe Nwe Htun, and Koji Zettsu |
| BigD911 | CGFNet: Frequency-Domain Causal Discovery and Dual-Path Spectral
Filtering for Wildfire Prediction Hangyuan Du, Dengke Su, Liang Bai, Gaoxia Jiang, Lu Bai, and Wenjian Wang |
| BigD915 | SAMAG: Structure-Aware Multi-Agent Graph Generation with Large
Language Models Jingcheng Cen, Jiarui Ji, Zhen Wang, Zhewei Wei, Yaliang Li, and Bolin Ding |
| BigD918 | EdgeLA: A Label-based Cloud?Edge Collaborative Architecture for
Shortest-Path Queries Xiubo Zhang, Xu Li, Ye Li, Zijie Zhou, Yan Li, and Leong Hou U |
| BigD922 | LABELING COPILOT: A Deep Research Agent for Automated Data Curation
in Computer Vision Debargha Ganguly, Sumit Kumar, Ishwar Balappanawar, Weicong Chen, Shashank Kambhatla, Srinivasan Iyengar, Shivkumar Kalyanaraman, Ponnurangam Kumaraguru, and Vipin Chaudhary |
| BigD880 | Vision Paper: Teacher-Guided One-Shot Pruning via Context-Aware
Knowledge Distillation Md. Samiul Alim, Sharjil Khan, Amrijit Biswas, Fuad Rahman, Shafin Rahman, and Nabeel Mohammed |
| BigD789 | Interactive Hierarchical Edge Bundling of Large-Scale Graph through
Prefetching Xinyan Xie, Jianxin Sun, Claire Shen, and Hongfeng Yu |
|
Virtual Room 2, 09:00 - 12:30 (UTC +8) (Meeting Link)
Zoom Meeting ID & Passcode: 86816425264 & 857188 |
|
|---|---|
| BigD926 | ClipMPCAD: Few-Shot Anomaly Detection with LLM-Guided Prompts and
Multi-Attention Fusion Yue Han, Shengchang Wang, Yongquan Xue, Zhaoru Guo, Kaiyuan Jin, Jiao Li, Lei Wang, Yongke Li, and Panpan Zheng |
| BigD933 | Predictive Modeling and Explainable AI for Veterinary Safety
Profiles, Residue Assessment, and Health Outcomes Using Real-World Data and Physicochemical
Properties Hossein Sholehrasa, Xuan Xu, Doina Caragea, Jim Riviere, and Majid Jaberi-Douraki |
| BigD937 | Hierarchical Fusion Network for Day-ahead Wind Power
Forecasting Xiaodong Ouyang, Cheng Chen, Guozhen Zhang, and Ke Tang |
| BigD948 | A Reward-Model-Guided Parameter Tuning Framework for Optical Cable
Manufacturing Optimization Yong Zhang, Jianzeng Song, Senjie Xia, and Jianfei Yin |
| BigD950 | LAET: A Layer-wise Adaptive Ensemble Tuning Framework for Pretrained
Language Models Jawad Ibn Ahad, Muhammad Rafsan Kabir, Robin Krambroeckers, Sifat Momen, Nabeel Mohammed, and Shafin Rahman |
| BigD957 | Physics-Guided Feature Engineering via PDE-Derived Dynamics for
Interpretable and Robust Epidemic Forecasting David Li |
| BigD929 | Dynamic Temperature Scheduler for Knowledge
Distillation. Sibgat Ul Islam, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, and Shafin Rahman |
| BigD791 | PanicleVis: A Multidimensional and Multilevel Graph-Based
Visualization System for Spatiotemporal Panicle Phenotyping Data Xinyan Xie, Jianxin Sun, Warren Huang, Harkamal Walia, and Hongfeng Yu |