PPaperPicks

Yang Liu

121 papers at tracked venues · 90 at CORE A* · active 2024–2026

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Venues

ACL ×29AAAI ×14NeurIPS ×11ICCV ×9EMNLP ×8CVPR ×6ICLR ×5ACM MM ×4ICML ×3IJCAI ×3IROS ×3ISWC ×3InterSpeech ×3MICCAI ×3VLDB ×3ECCV ×2ICDE ×2NAACL ×2WWW ×2CHI ×1EACL ×1ICDAR ×1ICRA ×1SIGIR ×1WACV ×1

Frequent coauthors

Weitao Li
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Zongliang Han
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Xiangyu Liu
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Zichen Tang
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Yuhao Wang
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Jin Jiang
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Liangzu Liu
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Kun Jin
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Quyu Kong
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Tianjiao Li
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Junpeng Ding
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Hongjin Zhao
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Papers

  1. ACRM: Multi-Agent Trajectory Learning for Automated Credit Risk Model Refreshing in Production
    ACL 2026 ·
    Liangzu Liu
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  2. Addressing Polarization and Unfairness in Performative Prediction
    AAAI 2026 ·
    Kun Jin
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  3. Byte-token Enhanced Language Models for Temporal Point Processes Analysis
    WWW 2026 ·
    Quyu Kong
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  4. Community-Aware Assessment of Social Textual Engagement and Resonance: A Human-Centric Perspective on User-Generated Content Evaluation
    ACL 2026 ·
    Tianjiao Li
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  5. Covariance Matrix-Driven Image Channel Allocation for Multimodal Fake News Detection
    ACL 2026 ·
    Zongliang Han
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  6. Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning
    ACL 2026 ·
    Junpeng Ding
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  7. DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models
    WACV 2026 ·
    Hongjin Zhao
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  8. EdgeGen: Efficient LLM-Empowered Model Generation with Quantization-Aware NAS
    WWW 2026 ·
    Yingqi Peng
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  9. Evaluating Memory Capability in Continuous Lifelog Scenario
    ACL 2026 ·
    Jianjie Zheng
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  10. FFN Lens: How Transformers Divide Labor for Multilingual Tasks
    ACL 2026 ·
    Jiatong Li
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  11. FLOP-Efficient Training: Early Stopping Based on Test-Time Compute Awareness
    ACL 2026 ·
    Hossam Amer
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  12. FlowHN: Adaptive Token Routing for Efficient Parallel Hybrid Networks
    ACL 2026 ·
    Mohammad Mahdi Moradi
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  13. LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts
    EACL 2026 · Yang Liu
  14. Learn Like Humans: Use Meta-cognitive Reflection for Efficient Self-Improvement
    ACL 2026 ·
    Xinmeng Hou
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  15. Multi-Scale Spectral Selection and Entropy-Guided Uncertainty Fusion for Multimodal Rumor Detection
    ACL 2026 ·
    Zongliang Han
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  16. On the Alignment of Large Language Models with Global Human Opinion
    AAAI 2026 · Yang Liu
  17. PCSR: Pseudo-label Consistency-Guided Sample Refinement for Noisy Correspondence Learning
    AAAI 2026 ·
    Zhuoyao Liu
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  18. Plug-and-Play Data Module for Code RL: Adaptive Ambiguity Replay
    ACL 2026 ·
    Jianqing Zhang
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  19. ProActor: Timing-Aware Reinforcement Learning for Proactive Task Scheduling Agents
    ACL 2026 ·
    Lei Ding
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  20. ProtSAE: Disentangling and Interpreting Protein Language Models via Semantically-Guided Sparse Autoencoders
    AAAI 2026 ·
    Xiangyu Liu
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  21. RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection
    AAAI 2026 ·
    Longlong Zhang
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  22. Rethinking Data Mixing from the Perspective of Large Language Models
    ACL 2026 ·
    Yuanjian Xu
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  23. Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models
    ACL 2026 · Yang Liu
  24. RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems
    ACL 2026 ·
    Yu Jiang
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  25. SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs
    SIGIR 2026 ·
    Bi Xue
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  26. Stabilizing Self-Consuming Diffusion Models with Latent Space Filtering
    AAAI 2026 ·
    Zhongteng Cai
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  27. Streaming Hallucination Detection in Long Chain-of-Thought Reasoning
    ACL 2026 ·
    Haolang Lu
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  28. Table Question Answering via Adaptive Routing
    ICDE 2026 · Yang Liu
  29. Temporal-Consistent Video Restoration with Pre-trained Diffusion Models
    AAAI 2026 ·
    Hengkang Wang
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  30. TheraAgent: Self-Improving Therapeutic Agent for Precise and Comprehensive Treatment Planning
    ACL 2026 ·
    Junkai Li
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  31. Trustworthy and Explainable Causal Representation Learning in Transformers
    ACL 2026 · Yang Liu
  32. UR² : Unify RAG and Reasoning through Reinforcement Learning
    ACL 2026 ·
    Weitao Li
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  33. Understanding the Prompt Sensitivity
    ACL 2026 · Yang Liu
  34. $\mathcal{F}_{M}$ FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging
    ICCV 2025 ·
    Zichen Tang
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  35. AdsQA: Towards Advertisement Video Understanding
    ICCV 2025 ·
    Xinwei Long
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  36. Annotation-Free Curb Detection Leveraging Altitude Difference Image
    IROS 2025 ·
    Fulong Ma
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  37. Apply Hierarchical-Chain-of-Generation to Complex Attributes Text-to-3D Generation
    CVPR 2025 ·
    Yiming Qin
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  38. Are LLMs Really Knowledgeable for Knowledge Graph Completion?
    ISWC 2025 · Yang Liu
  39. Articulation-Gen: 3D Part Segmentation and Articulated Object Generation
    IROS 2025 ·
    Zhuoqun Xu
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  40. CRPO: Confidence-Reward Driven Preference Optimization for Machine Translation
    ACL 2025 ·
    Guofeng Cui
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  41. Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information?
    AAAI 2025 · Yang Liu
  42. CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models
    CVPR 2025 ·
    Yiqi Zhu
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  43. CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
    NAACL 2025 ·
    Xiangyan Liu
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  44. Comparison of Digital Histology AI Models with Low-Dimensional Genomic and Clinical Models in Survival Modeling for Prostate Cancer
    ICCV 2025 ·
    Aidan Mcloughlin
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  45. Compiler-R1: Towards Agentic Compiler Auto-tuning with Reinforcement Learning
    NeurIPS 2025 ·
    Haolin Pan
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  46. Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings
    ACL 2025 ·
    Yuanhe Zhang
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  47. DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification
    AAAI 2025 ·
    Yuhao Wang
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  48. DisTime: Distribution-Based Time Representation for Video Large Language Models
    ICCV 2025 ·
    Yingsen Zeng
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  49. Do LLMs Align Human Values Regarding Social Biases? Judging and Explaining Social Biases with LLMs
    EMNLP 2025 · Yang Liu
  50. Do Large Language Models excel in Complex Logical Reasoning with Formal Language?
    EMNLP 2025 ·
    Jin Jiang
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  51. ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training
    EMNLP 2025 ·
    Maryam Dialameh
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  52. ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues?
    EMNLP 2025 ·
    Haoxin Wang
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  53. Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation
    EMNLP 2025 ·
    Weitao Li
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  54. Emotion-Guided Graph Attention Networks for Speech-Based Depression Detection under Emotion-Inducting Tasks
    InterSpeech 2025 ·
    Yuqiu Zhou
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  55. Erasing Concept Combination from Text-to-Image Diffusion Model
    ICLR 2025 ·
    Hongyi Nie
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  56. Exploiting Echo Path Priors for Enhanced Stereo Acoustic Echo Cancellation
    InterSpeech 2025 ·
    Jinfu Wang
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  57. Exploring Enhanced Contextual Information for Video-Level Object Tracking
    AAAI 2025 ·
    Ben Kang
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  58. FaVe: Factored and Verified Search Rationale for Long-form Answer
    ACL 2025 ·
    Jihyuk Kim
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  59. FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging
    ACL 2025 ·
    Zichen Tang
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  60. GFM-Planner: Perception-Aware Trajectory Planning with Geometric Feature Metric
    IROS 2025 ·
    Yue Lin
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  61. GeoGRPO: Investigating the Stepwise-GRPO Enhancement in RLHF Framework
    ICDAR 2025 ·
    Kecheng Liang
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  62. HSI: A Holistic Style Injector for Arbitrary Style Transfer
    CVPR 2025 ·
    Shuhao Zhang
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  63. Hierarchical Event Memory for Accurate and Low-Latency Online Video Temporal Grounding
    ICCV 2025 ·
    Minghang Zheng
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  64. Knowledge Image Matters: Improving Knowledge-Based Visual Reasoning with Multi-Image Large Language Models
    ACL 2025 ·
    Guanghui Ye
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  65. KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
    ACL 2025 ·
    Zhangchen Xu
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  66. LIFEBENCH: Evaluating Length Instruction Following in Large Language Models
    NeurIPS 2025 ·
    Wei Zhang
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  67. LangSplatV2: High-dimensional 3D Language Gaussian Splatting with 450+ FPS
    NeurIPS 2025 ·
    Wanhua Li
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  68. LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
    ACL 2025 ·
    Jin Jiang
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  69. MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook
    ICCV 2025 ·
    Peng Xu
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  70. MASV: Speaker Verification with Global and Local Context Mamba
    InterSpeech 2025 · Yang Liu
  71. MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models
    EMNLP 2025 ·
    Xiaolong Wang
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  72. MambaPro: Multi-Modal Object Re-identification with Mamba Aggregation and Synergistic Prompt
    AAAI 2025 ·
    Yuhao Wang
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  73. MelodyEdit: Zero-shot Music Editing with Disentangled Inversion Control
    ACM MM 2025 ·
    Huadai Liu
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  74. Multi-Scenario Overlapping Text Segmentation with Depth Awareness
    ICCV 2025 · Yang Liu
  75. Multi-tracer Uptake Correction for PET-MR via Aligned-Feature Guidance and Multi-scale Pixel-Adaptive Routing
    MICCAI 2025 ·
    Aocheng Zhong
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  76. Non-stationary Equivariant Graph Neural Networks for Physical Dynamics Simulation
    NeurIPS 2025 ·
    Chaohao Yuan
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  77. PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows
    ICLR 2025 ·
    Huaguan Chen
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  78. Parameter-Efficient Federated Knowledge Graph Embedding Learning and Unlearning
    ISWC 2025 ·
    Xiangrong Zhu
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  79. PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems
    ICLR 2025 ·
    Bocheng Zeng
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  80. Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning
    EMNLP 2025 ·
    Jianing Wang
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  81. PubSub-VFL: Towards Efficient Two-Party Split Learning in Heterogeneous Environments via Publisher/Subscriber Architecture
    NeurIPS 2025 ·
    Yi Liu
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  82. Robust Multi-bit Text Watermark with LLM-based Paraphrasers
    ICML 2025 ·
    Xiaojun Xu
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  83. Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection
    NeurIPS 2025 ·
    Zheng Zhan
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  84. SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework
    IJCAI 2025 ·
    Xicong Shen
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  85. SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG
    NeurIPS 2025 ·
    Xiaonan Si
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  86. Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
    ICML 2025 ·
    Qi Xu
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  87. The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights
    ACL 2025 ·
    Yufang Liu
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  88. ToolVQA: A Dataset for Multi-Step Reasoning VQA with External Tools
    ICCV 2025 ·
    Shaofeng Yin
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  89. Unsupervised Cross-Modal Person Search via Progressive Diverse Text Generation
    ACM MM 2025 ·
    Feng Chen
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  90. Zero-Shot Customized Video Editing with Diffusion Feature Transfer
    ICCV 2025 ·
    Wei Chen
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  91. A Dual-Stream Network for Langerhans' Cells Segmentation in CCM Images
    MICCAI 2024 ·
    Jun Wu
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  92. A Single Machine System for Querying Big Graphs with PRAM
    VLDB 2024 · Yang Liu
  93. Animatable 3D Gaussian: Fast and High-Quality Reconstruction of Multiple Human Avatars
    ACM MM 2024 · Yang Liu
  94. CSLM: A Framework for Question Answering Dataset Generation through Collaborative Small Language Models
    EMNLP 2024 ·
    Yiming Wang
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  95. Citation-Enhanced Generation for LLM-based Chatbots
    ACL 2024 ·
    Weitao Li
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  96. CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
    CVPR 2024 ·
    Zineng Tang
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  97. Cross-Task Knowledge Transfer for Semi-supervised Joint 3D Grounding and Captioning
    ACM MM 2024 · Yang Liu
  98. Diff-BGM: A Diffusion Model for Video Background Music Generation
    CVPR 2024 ·
    Sizhe Li
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  99. Diffusion Glancing Transformer for Parallel Sequence-to-Sequence Learning
    NAACL 2024 ·
    Lihua Qian
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  100. EMIE-MAP: Large-Scale Road Surface Reconstruction Based on Explicit Mesh and Implicit Encoding
    ECCV 2024 ·
    Wenhua Wu
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  101. EasyTell: A Caregiver-Centered Prototype for Innovating Everyday Eldercare through Bite-Sized Digital Storytelling
    CHI 2024 ·
    Ning An
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  102. FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models
    NeurIPS 2024 ·
    Rui Ye
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  103. Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion
    ISWC 2024 · Yang Liu
  104. GPU-Accelerated Batch-Dynamic Subgraph Matching
    ICDE 2024 ·
    Linshan Qiu
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  105. Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification
    AAAI 2024 ·
    Jimmy Lin
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  106. Knowledge Graph Error Detection with Contrastive Confidence Adaption
    AAAI 2024 ·
    Xiangyu Liu
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  107. Label Leakage in Vertical Federated Learning: A Survey
    IJCAI 2024 ·
    Yige Liu
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  108. Large Language Model Unlearning
    NeurIPS 2024 ·
    Yuanshun Yao
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  109. MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization
    ICML 2024 ·
    Yu Zhang
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  110. Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification
    CVPR 2024 ·
    Pingping Zhang
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  111. Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs
    NeurIPS 2024 ·
    Xin Ma
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  112. Policy Optimization by Looking Ahead for Model-based Offline Reinforcement Learning
    ICRA 2024 · Yang Liu
  113. PrismX: A Single-Machine System for Querying Big Graphs
    VLDB 2024 ·
    Shuhao Liu
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  114. Reinforcement Symbolic Regression Machine
    ICLR 2024 ·
    Yilong Xu
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  115. Robust Evaluation Measures for Evaluating Social Biases in Masked Language Models
    AAAI 2024 · Yang Liu
  116. Scalable Optimization in the Modular Norm
    NeurIPS 2024 ·
    Tim Large
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  117. Spatio-Temporal Contrast Network for Data-Efficient Learning of Coronary Artery Disease in Coronary CT Angiography
    MICCAI 2024 ·
    Xinghua Ma
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  118. Text to Graph Query Using Filter Condition Attributes
    VLDB 2024 · Yang Liu
  119. VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving
    ECCV 2024 ·
    Yibo Liu
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  120. Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target
    IJCAI 2024 ·
    Zitong Zhang
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  121. ZeroFlow: Scalable Scene Flow via Distillation
    ICLR 2024 ·
    Kyle Vedder
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