PPaperPicks

Xiang Li

69 papers at tracked venues · 42 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Analyzing and Internalizing Complex Policy Documents for LLM Agents
  2. Community-Aware Assessment of Social Textual Engagement and Resonance: A Human-Centric Perspective on User-Generated Content Evaluation
  3. Efficient Transcoder Adaptation for Fine-Tuned Models: Revealing Medical Reasoning Mechanisms in Large Language Models
  4. Ego-PMOVE: Prompt-aware Mixture of View Experts Network for Egocentric Gaze Prediction
  5. GeoBayes: Probabilistic Image Geo-Localization Inference via Sequential Bayesian Updating
  6. GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection
    AAAI 2026 · Xiang Li
  7. LPPG-RL: Lexicographically Projected Policy Gradient Reinforcement Learning with Subproblem Exploration
  8. MemPO: Self-Memory Policy Optimization for Long-Horizon Agents
  9. PairCoder: Pair Programming-Inspired Two-Agent Collaboration for Code Generation
  10. PanoramaRAG: Enabling Consistent Global Topic Awareness in Graph-Based RAG
  11. Progressive Planning and Reinforced Reasoning: Large Language Model-Guided Multi-hop Question Answering over Knowledge Graph
    ACL 2026 · Xiang Li
  12. RATE: Reviewer Profiling and Annotation-free Training for Expertise Ranking in Peer Review Systems
  13. SWE-QA-Pro: A Representative Benchmark and Scalable Training Recipe for Repository-Level Code Understanding
  14. TCoT: Trajectory Chain-of-Thoughts for Robotic Manipulation with Failure Recovery in Vision-Language-Action Model
    AAAI 2026 · Xiang Li
  15. UCS: Estimating Unseen Coverage for Improved In-Context Learning
  16. Unsupervised Text Style Transfer for Controllable Intensity
  17. A Sensor-site Hybrid Algorithm Pipeline for Locomotion and Transportation Mode Recognition
  18. AAAI Bridge Program 2025: AI for Medicine and Healthcare
  19. ASD-iLLM:An Intervention Large Language Model for Autistic Children based on Real Clinical Dialogue Intervention Dataset
  20. ASMA-Tune: Unlocking LLMs' Assembly Code Comprehension via Structural-Semantic Instruction Tuning
  21. Backdoor Attacks on Neural Networks Via One-Bit Flip
    ICCV 2025 · Xiang Li
  22. BookBot: A Robotic Manipulation Benchmark for Voice-Driven Book Recognition and Grasping in Cluttered Environments
  23. Corruption-Robust Variance-aware Algorithms for Generalized Linear Bandits under Heavy-tailed Rewards
  24. Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent
    AAAI 2025 · Xiang Li
  25. Cue3D: Quantifying the Role of Image Cues in Single-Image 3D Generation
    NeurIPS 2025 · Xiang Li
  26. Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving
  27. Every Opinion Matters: Evaluating and Building Models with Pluralistic Views
    AAAI 2025 · Xiang Li
  28. GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation
  29. HSI-GPT: A General-Purpose Large Scene-Motion-Language Model for Human Scene Interaction
  30. Hierarchically Controlled Deformable 3D Gaussians for Talking Head Synthesis
  31. In-Pipe Navigation Development Environment and a Smooth Path Planning Method on Pipeline Surface
  32. LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts
  33. LVPNet: A Latent-Variable-Based Prediction-Driven End-to-End Framework for Lossless Compression of Medical Images
  34. Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting
  35. MS-IQA: A Multi-scale Feature Fusion Network for PET/CT Image Quality Assessment
  36. Mitigating the Privacy-Utility Trade-off in Decentralized Federated Learning via f-Differential Privacy
    NeurIPS 2025 · Xiang Li
  37. MixMatch-based Semi-supervised Learning Approach for Cross-domain Locomotion and Transportation Mode Recognition
  38. Multi-Modal Large Language Model with RAG Strategies in Soccer Commentary Generation
    WACV 2025 · Xiang Li
  39. Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties
  40. Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection
    EMNLP 2025 · Xiang Li
  41. On the Empirical Power of Goodness-of-Fit Tests in Watermark Detection
  42. Position-Agnostic Probabilistic Generation for Robust Steganographic Text
  43. Preference Adaptive and Sequential Text-to-Image Generation
  44. SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues
    EMNLP 2025 · Xiang Li
  45. Statistical Inference under Performativity
    NeurIPS 2025 · Xiang Li
  46. Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation
    CVPR 2025 · Xiang Li
  47. Towards Understanding the Mechanisms of Classifier-Free Guidance
    NeurIPS 2025 · Xiang Li
  48. TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning
    AAAI 2025 · Xiang Li
  49. Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling
  50. UniTMGE: Uniform Text-Motion Generation and Editing Model via Diffusion
  51. 3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition
  52. AG-LSEC: Audio Grounded Lexical Speaker Error Correction
  53. Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes
  54. Beyond Read-Only: Crafting a Comprehensive Chinese Text-to-SQL Dataset for Database Manipulation and Query
  55. CryoSAM: Training-Free CryoET Tomogram Segmentation with Foundation Models
  56. Decoding Natural Images from EEG for Object Recognition
  57. Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization
  58. In-Hand 3D Object Reconstruction from a Monocular RGB Video
  59. MCRE: Multimodal Conditional Representation and Editing for Text-Motion Generation
  60. Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
  61. Parameter-Agnostic Optimization under Relaxed Smoothness
  62. RisQNet: Rescuing SMEs from Financial Shocks with a Novel Networked-Loan Risk Assessment
  63. Speakers Unembedded: Embedding-free Approach to Long-form Neural Diarization
    InterSpeech 2024 · Xiang Li
  64. TPGP: Temporal-Parametric Optimization with Deep Grasp Prior for Dexterous Motion Planning
  65. Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering
    ACL 2024 · Xiang Li
  66. Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure
    NeurIPS 2024 · Xiang Li
  67. UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner
  68. Voltage Regulation in Polymer Electrolyte Fuel Cell Systems Using Gaussian Process Model Predictive Control
  69. Win-Win: On Simultaneous Clustering and Imputing over Incomplete Data