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Poster Reception Presentation Time
Theme
Poster Number
Paper Number
Paper TitleAuthors
421
Night 2
422
Tuesday, August 5, 5:30 - 8:00 PMAI in Code and Biosciences1rtfb0561Identifying Combinatorial Regulatory Genes for Cell Fate Decision via Reparameterizable Subset ExplanationsJunhao Liu; Pengpeng Zhang; Martin Renqiang Min; Jing Zhang
423
Tuesday, August 5, 5:30 - 8:00 PMAI in Code and Biosciences2rtfb0956ESCFD: Probabilistic Flow Diffusion Model for Accelerated High-Quality Single-Cell RNA-seq Data SynthesisShuangyin Li; Jihua Yang; Yixuan Wang; Shimin Di; Lei Chen
424
Tuesday, August 5, 5:30 - 8:00 PMAI in Code and Biosciences3rtfb0048CompilerDream: Learning a Compiler World Model for General Code OptimizationChaoyi Deng; Jialong Wu; Ningya Feng; Jianmin Wang; Mingsheng Long
425
Tuesday, August 5, 5:30 - 8:00 PMAI in Code and Biosciences4rtfb0021LaTCoder: Converting Webpage Design to Code with Layout-as-ThoughtYi Gui; Zhen Li; Zhongyi Zhang; Guohao Wang; Tianpeng Lv; Gaoyang Jiang; Yi Liu; Dongping Chen; Yao Wan; Hongyu Zhang; Wenbin Jiang; Xuanhua Shi; Hai Jin
426
Tuesday, August 5, 5:30 - 8:00 PMAI in Code and Biosciences5rtfa0671MGS3: A Multi-Granularity Self-Supervised Code Search FrameworkRui Li; Junfeng Kang; Qi Liu; Liyang He; Zheng Zhang; Yunhao Sha; Linbo Zhu; Zhenya Huang
427
Tuesday, August 5, 5:30 - 8:00 PMAI in Code and Biosciences6rtfa0616Denoising Programming Knowledge Tracing with a Code Graph-based Tuning AdaptorWeibo Gao; Qi Liu; Rui Li; Yuze Zhao; Hao Wang; Linan Yue; Fangzhou Yao; Zheng Zhang
428
Tuesday, August 5, 5:30 - 8:00 PMAI in Sciences7rtfb0634Equivariant and Invariant Message Passing for Global Subseasonal-to-seasonal ForecastingYang Liu; Zinan Zheng; Yu Rong; Deli Zhao; Hong Cheng; Jia Li
429
Tuesday, August 5, 5:30 - 8:00 PMAI in Sciences8rtfb0667Multi-scale Physics-informed Transformer With Spatio-temporal Feature Adapter For Extreme Precipitation NowcastingJingyuan Zheng; Xin Zhang; Zhilin Qi; Ruiang Qiu; Dongjing Wang; Haiping Zhang; Dongjin Yu
430
Tuesday, August 5, 5:30 - 8:00 PMAI in Sciences9rtfb0091LiPM: Foundation Model for Lithium-Ion Battery AnalysisJuren Li; Yang Yang; Hanchen Su; Jiayu Liu; Youmin Chen; Jianfeng Zhang; Lujia Pan
431
Tuesday, August 5, 5:30 - 8:00 PMAI in Sciences10rtfb1128Bidirectional Diffusion Bridge ModelsDuc Kieu; Kien Do; Toan Nguyen; Dang Nguyen; Thin Nguyen
432
Tuesday, August 5, 5:30 - 8:00 PMAI in Sciences11rtfb0373Learnable-Differentiable Finite Volume Solver for Accelerated Simulation of FlowsMengtao Yan; Qi Wang; Haining Wang; Ruizhi Chengze; Yi Zhang; Hongsheng Liu; Zidong Wang; Fan Yu; Qi Qi; Hao Sun
433
Tuesday, August 5, 5:30 - 8:00 PMAI in Sciences12rtfb0227Fine-grained Urban Heat Island Effect Forecasting: A Context-aware Thermodynamic Modeling FrameworkXingchen Zou; Weilin Ruan; Siru Zhong; Yuehong Hu; Yuxuan Liang
434
Tuesday, August 5, 5:30 - 8:00 PMAI-Enhanced Model and Analysis13rtfb0033Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive LearningTong Li; Jiachuan Wang; Yongqi Zhang; Shuangyin Li; Lei Chen
435
Tuesday, August 5, 5:30 - 8:00 PMAI-Enhanced Model and Analysis14rtfa0641Variational Graph Autoencoder for Heterogeneous Information Networks with Missing and Inaccurate AttributesYige Zhao; Jianxiang Yu; Yao Cheng; Chengcheng Yu; Yiding Liu; Xiang Li; Shuaiqiang Wang
436
Tuesday, August 5, 5:30 - 8:00 PMAI-Enhanced Model and Analysis15rtfb1995LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation GraphsJiasheng Zhang; Ali Maatouk; Jialin Chen; Ngoc Bui; Qianqian Xie; Leandros Tassiulas; Hua Xu; Jie Shao; Rex Ying
437
Tuesday, August 5, 5:30 - 8:00 PMAI-Enhanced Model and Analysis16rtfb0521$Hi-PNG:$ Efficient Interval-Filtering ANNS via Hierarchical Interval Partition Navigating GraphMing Yang; Yuzheng Cai; Weiguo Zheng
438
Tuesday, August 5, 5:30 - 8:00 PMAI-Enhanced Model and Analysis17rtfb0109Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time SeriesWeijia Zhang; Chenlong Yin; Hao Liu; Hui Xiong
439
Tuesday, August 5, 5:30 - 8:00 PMAI-Enhanced Model and Analysis18rtfb0536AlphaAgent: LLM-Driven Alpha Mining with Regularized Exploration to Counteract Alpha DecayZiyi Tang; Zechuan Chen; Jiarui Yang; Jiayao Mai; Yongsen Zheng; Keze Wang; Jinrui Chen; Liang Lin
440
Tuesday, August 5, 5:30 - 8:00 PMAdaptive Learning Models19rtfa0233Robust Fast Adaptation from Adversarially Explicit Task Distribution GenerationQi (Cheems) Wang; Yiqin Lv; Yixiu Mao; Yun Qu; Yi Xu; Xiangyang Ji
441
Tuesday, August 5, 5:30 - 8:00 PMAdaptive Learning Models20rtfb2126Paper-Level Computerized Adaptive Testing for High-Stakes Examination via Multi-Objective OptimizationMingjia Li; Junkai Tong; Yiyang Huang; Yifei Ding; Hong Qian; Aimin Zhou
442
Tuesday, August 5, 5:30 - 8:00 PMAdaptive Learning Models21rtfa0423Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive TestingHaiping Ma; Aoqing Xia; Changqian Wang; Hai Wang; Xingyi Zhang
443
Tuesday, August 5, 5:30 - 8:00 PMAdaptive Learning Models22rtfb1628Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model UpdatingYiyun Zhou; Zheqi Lv; Shengyu Zhang; Jingyuan Chen
444
Tuesday, August 5, 5:30 - 8:00 PMAdaptive Learning Models23rtfb0844Learning Patterns-Guided Data Generation for Knowledge TracingHaiping Ma; Yi Yin; Ziwen Wang; Changqian Wang; Xiaoshan Yu; Shangshang Yang; Xingyi Zhang
445
Tuesday, August 5, 5:30 - 8:00 PMAdaptive Learning Models24rtfb0972Empowering Economic Simulation for Massively Multiplayer Online Games through Generative Agent-Based ModelingBihan Xu; Shiwei Zhao; Runze Wu; Zhenya Huang; Jiawei Wang; Zhipeng Hu; Kai Wang; Haoyu Liu; Tangjie Lv; Le Li; Changjie Fan; Xin Tong; Jiangze Han
446
Tuesday, August 5, 5:30 - 8:00 PMAdvanced Machine Learning Techniques25rtfa0559Task Diversity in Bayesian Federated Learning: Simultaneous Processing of Classification and RegressionJunliang Lyu; Yixuan Zhang; Xiaoling Lu; Feng Zhou
447
Tuesday, August 5, 5:30 - 8:00 PMAdvanced Machine Learning Techniques26rtfb0493Proximity Matters: Local Proximity Enhanced Balancing for Treatment Effect EstimationHao Wang; Zhichao Chen; Zhaoran Liu; Xu Chen; Haoxuan Li; Zhouchen Lin
448
Tuesday, August 5, 5:30 - 8:00 PMAdvanced Machine Learning Techniques27rtfb0464Boosting Deep Vector Quantization with Progressive Distribution TransformationWeikang Wang; Xin Zhou; Jun Liu; Weifeng Zhang; Huan Yan
449
Tuesday, August 5, 5:30 - 8:00 PMAdvanced Machine Learning Techniques28rtfb1994Compressive Meta-LearningDaniel Mas Montserrat; David Bonet; Maria Perera; Xavier Giró-i-Nieto; Alexander Ioannidis
450
Tuesday, August 5, 5:30 - 8:00 PMAdvanced Machine Learning Techniques29rtfa0429Feature Selection for Network Intrusion DetectionCharles Westphal; Stephen Hailes; Mirco Musolesi
451
Tuesday, August 5, 5:30 - 8:00 PMAdvanced Machine Learning Techniques30rtfa0869Enhancing Black-Box Adversarial Attacks on Discrete Sequential Data via Bilevel Bayesian Optimization in Hybrid SpacesTianxing Man; Xingchen Li; Zhaogeng Liu; Haozhen Zhang; Bin Gu; Yi Chang
452
Tuesday, August 5, 5:30 - 8:00 PMAdvancements in AI-Assisted Optimization31rtfb1398Pairwise Sample Complexity for Fair Active Ranking with Cascaded Norm ObjectivesSruthi Gorantla; Sara Ahmadian
453
Tuesday, August 5, 5:30 - 8:00 PMAdvancements in AI-Assisted Optimization32rtfb1943Rank It, Then Ask It: Input Reranking for Maximizing the Performance of LLMs on Symmetric TasksMohsen Dehghankar; Abolfazl Asudeh
454
Tuesday, August 5, 5:30 - 8:00 PMAdvancements in AI-Assisted Optimization33rtfb1164ErrorEraser: Unlearning Data Bias for Improved Continual LearningXuemei Cao; Hanlin Gu; Xin Yang; Bingjun Wei; Haoyang Liang; Xiangkun Wang; Tianrui Li
455
Tuesday, August 5, 5:30 - 8:00 PMAdvancements in AI-Assisted Optimization34rtfb0460FlanS - A Foundation Model for Free-Form Language-based Segmentation in Medical ImagesLongchao Da; Rui Wang; Xiaojian Xu; Parminder Bhatia; Taha Kass-Hout; Hua Wei; Cao Xiao
456
Tuesday, August 5, 5:30 - 8:00 PMAdvancements in AI-Assisted Optimization35rtfb2227Combining Denoised Neural Network and Genetic Symbolic Regression for Memory Behavior Modeling via Dynamic Asynchronous OptimizationJianwen Sun; Qirong Chen; Zhenya Huang; Zhihai Hu; Ruxia Liang; Xiaoxuan Shen
457
Tuesday, August 5, 5:30 - 8:00 PMAdvancements in AI-Assisted Optimization36rtfb1076ToolSQL: A Tool-Assisted Agent for SQL Verification and RefinementZhongyuan Wang; Richong Zhang; Zhijie Nie; Jaein Kim
458
Tuesday, August 5, 5:30 - 8:00 PMAdversarial Attacks and Robustness37rtfb1841Empirical Bayes Selection for Value MaximizationDominic Coey; Kenneth Hung
459
Tuesday, August 5, 5:30 - 8:00 PMAdversarial Attacks and Robustness38rtfa0853Handling Feature Heterogeneity with Learnable Graph PatchesYifei Sun; Yang Yang; Xiao Feng; Zijun Wang; Haoyang Zhong; Chunping Wang; Lei Chen
460
Tuesday, August 5, 5:30 - 8:00 PMAdversarial Attacks and Robustness39rtfb1168Experience Speaks Louder: Black-box Hard-label Adversarial Attack through Reinforcement LearningYilun Jin; Kun Zhu; Feng Tang; Jiaxuan Shi; Yong Chen
461
Tuesday, August 5, 5:30 - 8:00 PMAdversarial Attacks and Robustness40rtfa0645CSPI-MT: Calibrated Safe Policy Improvement with Multiple Testing for Threshold PoliciesBrian Cho; Ana-Roxana Pop; Kyra Gan; Sam Corbett-Davies; Israel Nir; Ariel Evnine; Nathan Kallus
462
Tuesday, August 5, 5:30 - 8:00 PMAdversarial Attacks and Robustness41rtfb1541Monitoring Robustness and Individual FairnessAshutosh Gupta; Thomas A. Henzinger; Konstantin Kueffner; Kaushik Mallik; David Pape
463
Tuesday, August 5, 5:30 - 8:00 PMAdversarial Attacks and Robustness42rtfa1047Stabilizing Modality Gap & Lowering Gradient Norms Improve Zero-Shot Adversarial Robustness of VLMsJunhao Dong; Piotr Koniusz; Xinghua Qu; Yew-Soon Ong
464
Tuesday, August 5, 5:30 - 8:00 PMAlgorithmic Fairness43rtfa0011Fairness without Demographics through Learning Graph of GradientsYingtao Luo; Zhixun Li; Qiang Liu; Jun Zhu
465
Tuesday, August 5, 5:30 - 8:00 PMAlgorithmic Fairness44rtfb2036Are Your Fairness Metrics Accurate? A Semi-Supervised Approach to Improving Fairness Estimates Under Sample Selection BiasM. Clara De Paolis Kaluza; Thulasi Tholeti; Yile Chen; Ricardo Baeza-Yates; Predrag Radivojac; Shantanu Jain
466
Tuesday, August 5, 5:30 - 8:00 PMAlgorithmic Fairness45rtfa0273Towards Controllable Hybrid Fairness in Graph Neural NetworksZihan Luo; Hong Huang; Jianxun Lian; Xiran Song; Hai Jin
467
Tuesday, August 5, 5:30 - 8:00 PMAlgorithmic Fairness46rtfb1261Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real TimeZixing Song; Muzhi Li; Yifei Zhang; Irwin King; José Miguel Hernández-Lobato
468
Tuesday, August 5, 5:30 - 8:00 PMAlgorithmic Fairness47rtfb1924Counterfactual Fairness Through Transforming Data Orthogonal to BiasShuyi Chen; Shixiang Zhu
469
Tuesday, August 5, 5:30 - 8:00 PMAlgorithmic Fairness48rtfb0069FairCDR: Transferring Fairness and User Preferences for Cross-Domain RecommendationYongxuan Wu; Yang Liu; Xixun Lin; Hong Zhou; Yanan Cao; Lixin Zou; Yanmin Shang; Yanbing Liu
470
Tuesday, August 5, 5:30 - 8:00 PMBandits and Regret Minimization49rtfb0979Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of PlasticityZhiyuan Su; Sunhao Dai; Xiao Zhang
471
Tuesday, August 5, 5:30 - 8:00 PMBandits and Regret Minimization50rtfb1457A/B Test and Online Experiment Under Diminishing Marginal Effects: Regret Minimization and Statistical InferenceJingxu Xu; Yuhang Wu; Yingfei Wang; Chu Wang; Zeyu Zheng
472
Tuesday, August 5, 5:30 - 8:00 PMBandits and Regret Minimization51rtfa0712Achieving Nearly-Optimal Regret and Sample Complexity in Dueling Bandits with Applications in Online RecommendationsLanjihong Ma; Yao-Xiang Ding; Zhen-Yu Zhang; Zhi-Hua Zhou
473
Tuesday, August 5, 5:30 - 8:00 PMBandits and Regret Minimization52rtfb1553Leveraging the Power of Conversations: Optimal Key Term Selection in Conversational Contextual BanditsMaoli Liu; Zhuohua Li; Xiangxiang Dai; John C.S. Lui
474
Tuesday, August 5, 5:30 - 8:00 PMBandits and Regret Minimization53rtfa1020Safe Online Bid Optimization with Return on Investment and Budget ConstraintsMatteo Castiglioni; Alessandro Nuara; Giulia Romano; Giorgio Spadaro; Francesco Trovò; Nicola Gatti
475
Tuesday, August 5, 5:30 - 8:00 PMBandits and Regret Minimization54rtfb0051Auto-Bidding in Real-Time Auctions via Oracle Imitation LearningAlberto Silvio Chiappa; Briti Gangopadhyay; Zhao Wang; Shingo Takamatsu
476
Tuesday, August 5, 5:30 - 8:00 PMCausal Discovery and Domain Adaptation55rtfb1326Imputation via Domain Adaptation: Rethinking Variable Subset Forecasting from Knowledge TransferRunchang Liang; Qi Hao; Yue Gao; Kunpeng Liu; Lu Jiang; Pengyang Wang; Minghao Yin
477
Tuesday, August 5, 5:30 - 8:00 PMCausal Discovery and Domain Adaptation56rtfa0613Fast Causal Discovery by Approximate Kernel-based Generalized Score Functions with Linear Computational ComplexityYixin Ren; Haocheng Zhang; Yewei Xia; Hao Zhang; Jihong Guan; Shuigeng Zhou
478
Tuesday, August 5, 5:30 - 8:00 PMCausal Discovery and Domain Adaptation57rtfb1197Generative Imputation with Multi-level Causal Consistency for Variable Subset ForecastingQi Hao; Yue Gao; Runchang Liang; Yunhe Zhang; Pengyang Wang
479
Tuesday, August 5, 5:30 - 8:00 PMCausal Discovery and Domain Adaptation58rtfb1462Mitigating Data Imbalance in Time Series Classification Based on Counterfactual Minority Samples AugmentationLei Wang; Shanshan Huang; Chunyuan Zheng; Jun Liao; Xiaofei Zhu; Haoxuan Li; Li Liu
480
Tuesday, August 5, 5:30 - 8:00 PMCausal Discovery and Domain Adaptation59rtfa0964Causal Discovery from Shifted Multiple EnvironmentsDezhi Yang; Guoxian Yu; Jun Wang; Jinglin Zhang; Carlotta Domeniconi
481
Tuesday, August 5, 5:30 - 8:00 PMCausal Discovery and Domain Adaptation60rtfb0291Causal-aware Graph Neural Architecture Search under Distribution ShiftsPeiwen Li; Xin Wang; Zeyang Zhang; Ziwei Zhang; Fang Shen; Jialong Wang; Yang Li; Wenwu Zhu
482
Tuesday, August 5, 5:30 - 8:00 PMCausal Inference and Discovery61rtfb2157MOTTO: A Mixture-of-Experts Framework for Multi-Treatment, Multi-Outcome Treatment Effect EstimationYiling Liu; Wei Shi; Chen Fu; Ziyang Jiang; Zhigang Hua; David Carlson
483
Tuesday, August 5, 5:30 - 8:00 PMCausal Inference and Discovery62rtfa1216Classifying Treatment Responders: Bounds and AlgorithmsAnpeng Wu; Haoxuan Li; Chunyuan Zheng; Kun Kuang; Kun Zhang
484
Tuesday, August 5, 5:30 - 8:00 PMCausal Inference and Discovery63rtfb2320Causal Discovery through Synergizing Large Language Model and Data-Driven ReasoningHuaming Du; Yujia Zheng; Baoyu Jing; Yu Zhao; Gang Kou; Guisong Liu; Tao Gu; Weimin Li; Carl Yang
485
Tuesday, August 5, 5:30 - 8:00 PMCausal Inference and Discovery64rtfa0230A Two-Stage Pretraining-Finetuning Framework for Treatment Effect Estimation with Unmeasured ConfoundingChuan Zhou; Yaxuan Li; Chunyuan Zheng; Haiteng Zhang; Min Zhang; Haoxuan Li; Mingming Gong
486
Tuesday, August 5, 5:30 - 8:00 PMCausal Inference and Discovery65rtfa0601Progressive Generalization Risk Reduction for Data-Efficient Causal Effect EstimationHechuan Wen; Tong Chen; Guanhua Ye; Li Kheng Chai; Shazia Sadiq; Hongzhi Yin
487
Tuesday, August 5, 5:30 - 8:00 PMCausal Inference and Discovery66rtfb1937Difference-in-Differences Subset ScanWill Stamey; Sriram Somanchi; Edward McFowland III
488
Tuesday, August 5, 5:30 - 8:00 PMCloud and Devices67rtfb0280Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain RecommendationYi Wen; Yue Liu; Derong Xu; Huishi Luo; Pengyue Jia; Yiqing Wu; Siwei Wang; Ke Liang; Maolin Wang; Yiqi Wang; Fuzhen Zhuang; Xiangyu Zhao
489
Tuesday, August 5, 5:30 - 8:00 PMCloud and Devices68rtfb1109LSRP: A Leader–Subordinate Retrieval Framework for Privacy-Preserving Cloud–Device CollaborationYingyi Zhang; Pengyue Jia; Xianneng Li; Derong Xu; Maolin Wang; Yichao Wang; Zhaocheng Du; Huifeng Guo; Yong Liu; Ruiming Tang; Xiangyu Zhao
490
Tuesday, August 5, 5:30 - 8:00 PMCloud and Devices69rtfa0446Collaborative Large Language Models and Sequential Recommendation Models for Device-Cloud RecommendationZheqi Lv; Tianyu Zhan; Wenjie Wang; Xinyu Lin; Shengyu Zhang; Wenqiao Zhang; Jiwei Li; Kun Kuang; Fei Wu
491
Tuesday, August 5, 5:30 - 8:00 PMCloud and Devices70rtfb2117Gradients as An Action: Towards Communication-Efficient Federated Recommender Systems via Adaptive Action SharingZhufeng Lu; Chentao Jia; Ming Hu; Xiaofei Xie; Mingsong Chen
492
Tuesday, August 5, 5:30 - 8:00 PMCloud and Devices71rtfb0110A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge DevicesChen Gong; Rui Xing; Zhenzhe Zheng; Fan Wu
493
Tuesday, August 5, 5:30 - 8:00 PMCloud and Devices72rtfa0061Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device RecommendationKairui Fu; Zheqi Lv; Shengyu Zhang; Fan Wu; Kun Kuang
494
Tuesday, August 5, 5:30 - 8:00 PMData Streams73rtfb1955Bayesian Stream Tuner: Dynamic Hyperparameter Optimization for Real-Time Data StreamsNilesh Verma; Albert Bifet; Bernhard Pfahringer; Maroua Bahri
495
Tuesday, August 5, 5:30 - 8:00 PMData Streams74rtfb0443Cooled-KLL: Enhancing Quantile Estimation by Filtering Hot ItemQilong Shi; Wei Zhou; Yizhuo Zheng; Xinye Xu; Ting Yang; Yuanyuan Zhang; Long Yao; Yangyang Wang; Mingwei Xu
496
Tuesday, August 5, 5:30 - 8:00 PMData Streams75rtfb1317Measuring Item Freshness in Data StreamsZirui Liu; Zihan Jiang; An Zhang; Zhouran Shi; Yuxuan Tian; Tong Yang
497
Tuesday, August 5, 5:30 - 8:00 PMData Streams76rtfa0456HeavyLocker: Lock Heavy Hitters in Distributed Data StreamsQilong Shi; Xirui Li; Hanyue Zheng; Tong Yang; Yangyang Wang; Mingwei Xu
498
Tuesday, August 5, 5:30 - 8:00 PMData Streams77rtfb0515Toast: Task-Oriented Multi-dimensional Augmentation for Spatio-Temporal Trajectory DataJunhao Zhu; Tao Wang; Lu Chen; Ziquan Fang; Yunjun Gao; Tianyi Li
499
Tuesday, August 5, 5:30 - 8:00 PMData Streams78rtfb0804PSSketch: Finding Persistent and Sparse Flow with High Accuracy and EfficiencyJiayao Wang; Qilong Shi; Xiyan Liang; Han Wang; Wenjun Li; Ziling Wei; Weizhe Zhang; Shuhui Chen
500
Tuesday, August 5, 5:30 - 8:00 PMDiffusion Models and Bias Mitigation79rtfa0944InvDiff: Invariant Guidance for Bias Mitigation in Diffusion ModelsMin Hou; Yueying Wu; Chang Xu; Yu-Hao Huang; Chenxi Bai; Le Wu; Jiang Bian
501
Tuesday, August 5, 5:30 - 8:00 PMDiffusion Models and Bias Mitigation80rtfb0382SepDiff: Self-Encoding Parameter Diffusion for Learning Latent SemanticsZhangkai Wu; Xuhui Fan; Jin Li; Zhilin Zhao; Hui Chen; Longbing Cao
502
Tuesday, August 5, 5:30 - 8:00 PMDiffusion Models and Bias Mitigation81rtfb1009Improving Group Robustness on Spurious Correlation via Evidential AlignmentWenqian Ye; Guangtao Zheng; Aidong Zhang
503
Tuesday, August 5, 5:30 - 8:00 PMDiffusion Models and Bias Mitigation82rtfb0380Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series ForecastingYuansan Liu; Sudanthi Wijewickrema; Dongting Hu; Christofer Bester; Stephen O'Leary; James Bailey
504
Tuesday, August 5, 5:30 - 8:00 PMDiffusion Models and Bias Mitigation83rtfb1267Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative RefinementLiqin Ye; Agam Shah; Chao Zhang; Sudheer Chava
505
Tuesday, August 5, 5:30 - 8:00 PMDiffusion Models and Bias Mitigation84rtfa0953ProgDiffusion: Progressively Self-encoding Diffusion ModelsZhangkai Wu; Xuhui Fan; Longbing Cao
506
Tuesday, August 5, 5:30 - 8:00 PMEfficient Data Processing85rtfb1852Anytime Algorithms for Approximate Functional DependenciesSanjivni Rana; Junya Ogawa; Suraj Shetiya; Senjuti Basu Roy; Gautam Das
507
Tuesday, August 5, 5:30 - 8:00 PMEfficient Data Processing86rtfa0925ScalaGBM: Memory Efficient GBDT Training for High-Dimensional Data on GPUBorui Xu; Zeyi Wen; Yao Chen; Weiguo Liu; Weng-Fai Wong; Bingsheng He
508
Tuesday, August 5, 5:30 - 8:00 PMEfficient Data Processing87rtfb0011PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics DatabaseHui Sun; Yanfeng Ding; Liping Yi; Huidong Ma; Gang Wang; Xiaoguang Liu; Cheng Zhong; Wentong Cai
509
Tuesday, August 5, 5:30 - 8:00 PMEfficient Data Processing88rtfb1643Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness CapabilitiesJiancheng Ruan; Tingyang Chen; Renchi Yang; Xiangyu Ke; Yunjun Gao
510
Tuesday, August 5, 5:30 - 8:00 PMEfficient Data Processing89rtfb0003FedVS: Towards Federated Vector Similarity Search with FiltersZeheng Fan; Yuxiang Zeng; Zhuanglin Zheng; Binhan Yang; Yongxin Tong
511
Tuesday, August 5, 5:30 - 8:00 PMEfficient Data Processing90rtfa1033IDentity with Locality: An Ideal Hash for Gene Sequence SearchTianyi Zhang; Gaurav Gupta; Aditya Desai; Anshumali Shrivastava
512
Tuesday, August 5, 5:30 - 8:00 PMEfficient Language Models91rtfa1203Scaling the Vocabulary of Non-autoregressive Models for Fast Generative RetrievalRavisri Valluri; Akash Kumar Mohankumar; Kushal Dave; Amit Singh; Jian Jiao; Manik Varma; Gaurav Sinha
513
Tuesday, August 5, 5:30 - 8:00 PMEfficient Language Models92rtfa0745PipeRAG: Fast Retrieval-Augmented Generation via Adaptive Pipeline ParallelismWenqi Jiang; Shuai Zhang; Boran Han; Jie Wang; Bernie Wang; Tim Kraska
514
Tuesday, August 5, 5:30 - 8:00 PMEfficient Language Models93rtfb1604Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language ModelsXuan Wu; Di Wang; Chunguo Wu; Lijie Wen; Chunyan Miao; Yubin Xiao; You Zhou
515
Tuesday, August 5, 5:30 - 8:00 PMEfficient Language Models94rtfb0947Co-Evolution of Large Language Models and Configuration Strategies to Enhance Surrogate-Assisted Evolutionary AlgorithmLindong Xie; Yang Zhang; Zhixian Tang; Edward Chung; Genghui Li; Zhenkun Wang
516
Tuesday, August 5, 5:30 - 8:00 PMEfficient Language Models95rtfb0196EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register TokensChaoqun Yang; Xinyu Lin; Wenjie Wang; Yongqi Li; Teng Sun; Xianjing Han; Tat-Seng Chua
517
Tuesday, August 5, 5:30 - 8:00 PMEfficient Language Models96rtfb2205Generating Long Semantic IDs in Parallel for RecommendationYupeng Hou; Jiacheng Li; Ashley Shin; Jinsung Jeon; Abhishek Santhanam; Wei Shao; Kaveh Hassani; Ning Yao; Julian McAuley
518
Tuesday, August 5, 5:30 - 8:00 PMFair and Scalable Data Summarization97rtfb0532PPA-Game: Characterizing and Learning Competitive Dynamics Among Online Content CreatorsRenzhe Xu; Haotian Wang; Xingxuan Zhang; Bo Li; Peng Cui
519
Tuesday, August 5, 5:30 - 8:00 PMFair and Scalable Data Summarization98rtfb1687Fair Diversity Maximization with Few RepresentativesFlorian Adriaens; Nikolaj Tatti