PPaperPicks

Xinyu Zhang

44 papers at tracked venues · 25 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Decoding-Unlearning: Fact Forgetting via Entropy-Guided Inference
  2. From Tokenizer Bias to Backbone Capability: A Controlled Study of LLMs for Time Series Forecasting
    SIGKDD 2026 · Xinyu Zhang
  3. Glyph: Scaling Context Windows via Visual-Text Compression
  4. IntentMotion: Learning Intent-Aware Human Motion from Language in 3D Scenes
  5. K-STaR: Knowledge-Aware Self-Taught Reasoner
  6. Multi-Hop Knowledge Editing via Critic-Guided Multi-Agent Reasoning
  7. Perceptually Guided 3DGS Streaming and Rendering for Mixed Reality
  8. Satellite-Text-Prompted Large Language Model for Photovoltaic Power Forecasting
  9. Adapting to Observation Length of Trajectory Prediction via Contrastive Learning
  10. Beyond the Surface: Measuring Self-Preference in LLM Judgments
  11. Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation
    ACL 2025 · Xinyu Zhang
  12. Co-MTP: A Cooperative Trajectory Prediction Framework with Multi-Temporal Fusion for Autonomous Driving
    ICRA 2025 · Xinyu Zhang
  13. Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model
  14. Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning
    ACL 2025 · Xinyu Zhang
  15. Failure Forecasting Boosts Robustness of Sim2Real Rhythmic Insertion Policies
  16. Generalizing Experience for Language Agents with Hierarchical MetaFlows
  17. HAC-LOCO: Learning Hierarchical Active Compliance Control for Quadruped Locomotion under Continuous External Disturbances
  18. Learning Upright and Forward-Facing Object Poses using Category-level Canonical Representations
  19. NEAR: Neural Electromagnetic Array Response
  20. PABBO: Preferential Amortized Black-Box Optimization
    ICLR 2025 · Xinyu Zhang
  21. Rectifying Soft-Label Entangled Bias in Long-Tailed Dataset Distillation
  22. Revisit Self-Debugging with Self-Generated Tests for Code Generation
  23. Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot
  24. Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning
  25. SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs
    EMNLP 2025 · Xinyu Zhang
  26. Scaling Diffusion Transformers Efficiently via μP
  27. Smart Starts: Accelerating Convergence Through Uncommon Region Exploration
    GECCO 2025 · Xinyu Zhang
  28. TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization
  29. Towards Neurorobotic Interface for Finger Joint Angle Estimation: A Multi-Stage CNN-LSTM Network with Transfer Learning
  30. VLM-based Prompts as the Optimal Assistant for Unpaired Histopathology Virtual Staining
  31. Backdoor Contrastive Learning via Bi-level Trigger Optimization
  32. DAP: Diffusion-based Affordance Prediction for Multi-modality Storage
  33. Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics
    ICML 2024 · Xinyu Zhang
  34. Denoising Long- and Short-term Interests for Sequential Recommendation
    SDM 2024 · Xinyu Zhang
  35. Diffusion Model in Normal Gathering Latent Space for Time Series Anomaly Detection
  36. Dyn-Adapter: Towards Disentangled Representation for Efficient Visual Recognition
  37. Estimating Conditional Average Treatment Effects via Sufficient Representation Learning
  38. FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting
    SIGKDD 2024 · Xinyu Zhang
  39. HOIAnimator: Generating Text-Prompt Human-Object Animations Using Novel Perceptive Diffusion Models
  40. Knowledge Graph Efficient Construction: Embedding Chain-of-Thought into LLMs
  41. One-Shot Imitation Learning with Invariance Matching for Robotic Manipulation
    RSS 2024 · Xinyu Zhang
  42. PA-LOCO: Learning Perturbation-Adaptive Locomotion for Quadruped Robots
  43. ParametricNet++: A 6DoF Pose Estimation Network with Sparse Keypoint Recovery for Parametric Shapes in Stacked Scenarios
  44. Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning