PPaperPicks

Ngai Wong

University of Hong Kong, Department of Electrical and Electronic Engineering, Hong Kong

26 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

EMNLP ×6ACL ×5ICML ×3IJCAI ×3NAACL ×2AAAI ×1ACM MM ×1CVPR ×1ECCV ×1ICCV ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Taiqiang Wu
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Binxiao Huang
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Hengyuan Zhang
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Sidi Yang
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Chen Zhang
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Jing Xiong
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Yuxin Cheng
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Jason Chun Lok Li
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Junlin Li
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He Xiao
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Xinrong Chen
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Ziyi Guan
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Papers

  1. D-QRELO: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation
    ACL 2026 ·
    Junlin Li
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  2. Exploring Layer-wise Information Effectiveness for Post-Training Quantization in Small Language Models
    ACL 2026 ·
    He Xiao
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  3. Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation
    ACL 2026 ·
    Hengyuan Zhang
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  4. Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
    ACL 2026 ·
    Hengyuan Zhang
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  5. Revisiting Model Interpolation for Efficient Reasoning
    ACL 2026 ·
    Taiqiang Wu
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  6. DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables
    CVPR 2025 ·
    Sidi Yang
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  7. GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors
    EMNLP 2025 ·
    Xinrong Chen
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  8. Hybrid Mesh-Gaussian Representation for Efficient Indoor Scene Reconstruction
    IJCAI 2025 ·
    Binxiao Huang
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  9. KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
    EMNLP 2025 ·
    Ziyi Guan
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  10. Nonparametric Teaching for Graph Property Learners
    ICML 2025 ·
    Chen Zhang
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  11. ParallelComp: Parallel Long-Context Compressor for Length Extrapolation
    ICML 2025 ·
    Jing Xiong
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  12. Perspective-Aware 3D Gaussian Inpainting with Multi-View Consistency
    ICCV 2025 ·
    Yuxin Cheng
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  13. Poisoning-based Backdoor Attacks for Arbitrary Target Label with Positive Triggers
    IJCAI 2025 ·
    Binxiao Huang
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  14. QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models
    EMNLP 2025 ·
    Jiajun Zhou
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  15. Re-Activating Frozen Primitives for 3D Gaussian Splatting
    ACM MM 2025 ·
    Yuxin Cheng
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  16. TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
    EMNLP 2025 ·
    Yuan Chang
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  17. UNComp: Can Matrix Entropy Uncover Sparsity? - A Compressor Design from an Uncertainty-Aware Perspective
    EMNLP 2025 ·
    Jing Xiong
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  18. ASMR: Activation-Sharing Multi-Resolution Coordinate Networks for Efficient Inference
    ICLR 2024 ·
    Jason Chun Lok Li
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  19. Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution
    IJCAI 2024 ·
    Binxiao Huang
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  20. Learning Spatially Collaged Fourier Bases for Implicit Neural Representation
    AAAI 2024 ·
    Jason Chun Lok Li
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  21. LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models
    NAACL 2024 ·
    Yifan Yang
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  22. Mixture-of-Subspaces in Low-Rank Adaptation
    EMNLP 2024 ·
    Taiqiang Wu
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  23. Nonparametric Teaching of Implicit Neural Representations
    ICML 2024 ·
    Chen Zhang
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  24. Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
    NeurIPS 2024 ·
    Chaofan Tao
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  25. Taming Lookup Tables for Efficient Image Retouching
    ECCV 2024 ·
    Sidi Yang
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  26. Weight-Inherited Distillation for Task-Agnostic BERT Compression
    NAACL 2024 ·
    Taiqiang Wu
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