PPaperPicks

Xin Chen

33 papers at tracked venues · 24 at CORE A* · active 2024–2026

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Venues

ACL ×6AAAI ×4NeurIPS ×4ICCV ×3ICML ×3CHI ×2MICCAI ×2AISTATS ×1CIKM ×1CVPR ×1EMNLP ×1ICDM ×1IJCAI ×1IROS ×1SIGKDD ×1UAI ×1

Frequent coauthors

Hexiang Tan
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Jiao Xu
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Fanyu Meng
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Yibo Meng
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Shiyu Liu
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Yuchun Fan
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Junhao Ruan
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Taicheng Guo
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Shuangjie Fu
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Liang Yang
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Alan J. X. Guo
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Ben Kang
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Papers

  1. 52-Hz Whale Song: An Embodied VR Experience for Exploring Misunderstanding and Empathy
    CHI 2026 ·
    Yibo Meng
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  2. BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search
    ACL 2026 ·
    Shiyu Liu
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  3. BaseCal: Unsupervised Confidence Calibration via Base Model Signals
    ACL 2026 ·
    Hexiang Tan
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  4. G-IR: Geometric Image Representation for Learning
    AAAI 2026 · Xin Chen
  5. LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance
    ACL 2026 ·
    Yuchun Fan
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  6. MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks
    ACL 2026 ·
    Junhao Ruan
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  7. MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training
    ACL 2026 ·
    Taicheng Guo
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  8. PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis
    AAAI 2026 ·
    Jiao Xu
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  9. Steering Away from Refusal: A Black-box Jailbreak Method Based on First-Token Distribution
    ACL 2026 ·
    Shuangjie Fu
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  10. ChatBuilder: LLM-assisted Modular Robot Creation
    IROS 2025 · Xin Chen
  11. CohEx: A Generalized Framework for Cohort Explanation
    AAAI 2025 ·
    Fanyu Meng
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  12. Design Principles and Guidelines for LLM Observability: Insights from Developers
    CHI 2025 · Xin Chen
  13. Disentangled Graph Spectral Domain Adaptation
    ICML 2025 ·
    Liang Yang
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  14. DoDo-Code: an Efficient Levenshtein Distance Embedding-based Code for 4-ary IDS Channel
    NeurIPS 2025 ·
    Alan J. X. Guo
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  15. Exploring Enhanced Contextual Information for Video-Level Object Tracking
    AAAI 2025 ·
    Ben Kang
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  16. From Static to Dynamic: A Survey of Topology-Aware Perception in Autonomous Driving
    ICCV 2025 ·
    Yixiao Chen
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  17. Implet: A Post-Hoc Subsequence Explainer for Time Series Models
    ICDM 2025 ·
    Fanyu Meng
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  18. La RoSA: Enhancing LLM Efficiency via Layerwise Rotated Sparse Activation
    ICML 2025 ·
    Kai Liu
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  19. Latent Graph Structure Learning for Large-Scale Traffic Forecasting
    CIKM 2025 ·
    Meng Wang
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  20. Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation
    CVPR 2025 ·
    Jiao Xu
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  21. Learning Safety Constraints for Large Language Models
    ICML 2025 · Xin Chen
  22. MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook
    ICCV 2025 ·
    Peng Xu
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  23. MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
    NeurIPS 2025 ·
    Yang Han
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  24. SSL-MedSAM2: A Semi-supervised Medical Image Segmentation Framework Powered by Few-Shot Learning of SAM2
    MICCAI 2025 ·
    Zhendi Gong
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  25. SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models
    SIGKDD 2025 ·
    Chuan Qin
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  26. Semi-supervised Liver Segmentation and Patch-Based Fibrosis Staging with Registration-Aided Multi-parametric MRI
    MICCAI 2025 ·
    Boya Wang
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  27. Superior and Pragmatic Talking Face Generation with Teacher-Student Framework
    ICCV 2025 ·
    Chao Liang
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  28. Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs
    EMNLP 2025 ·
    Hexiang Tan
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  29. 3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection
    NeurIPS 2024 ·
    Mingsheng Li
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  30. Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
    NeurIPS 2024 · Xin Chen
  31. Gradient descent in matrix factorization: Understanding large initialization
    UAI 2024 ·
    Hengchao Chen
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  32. Learning Safety Constraints from Demonstrations with Unknown Rewards
    AISTATS 2024 ·
    David Lindner
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  33. LocMoE: A Low-overhead MoE for Large Language Model Training
    IJCAI 2024 ·
    Jing Li
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