PPaperPicks

Yike Guo

Imperial College London, UK

65 papers at tracked venues · 55 at CORE A* · active 2024–2026

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Venues

ACL ×20NeurIPS ×7AAAI ×5CHI ×4EMNLP ×4ICLR ×4ICML ×4CVPR ×3ICCV ×3SIGKDD ×3ACM MM ×2ECCV ×2EACL ×1IJCAI ×1NAACL ×1UAI ×1

Frequent coauthors

Lujun Li
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Hao Gu
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Chi-Min Chan
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Min Zeng
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Qiyuan Zhu
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Yuan Mi
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Wei Li
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Xingqun Qi
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Zhen Ye
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Chunyang Jiang
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Jiaming Ji
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Peng Li
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Papers

  1. ActorMind: Emulating Human Actor Reasoning for Speech Role-Playing
    ACL 2026 ·
    Xi Chen
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  2. BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook
    ACL 2026 ·
    Hao Gu
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  3. Benchmarking Fine-Grained Error Detection in Multimodal Reasoning
    ACL 2026 ·
    Chi-Min Chan
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  4. Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs
    ACL 2026 ·
    Binxing Xu
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  5. CareerCraft: Supporting New Graduates on Job Hunting with LLM-Assisted Self-Construction of Career Profile
    CHI 2026 ·
    Xinyue Qi
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  6. Glance-or-Gaze: Incentivizing LMMs to Adaptively Focus Search via Reinforcement Learning
    ACL 2026 ·
    Hongbo Bai
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  7. Inference-time Scaling for Diffusion-based Audio Super-resolution
    AAAI 2026 ·
    Yizhu Jin
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  8. InsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents
    ACL 2026 ·
    Zhenghao Zhu
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  9. Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models
    ACL 2026 ·
    Hao Wang
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  10. Lighthouse: A Self-Reconfiguring Sociotechnical Infrastructure for the Unforeseen Long-Tail of Urban Crisis
    CHI 2026 ·
    Ning Deng
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  11. Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities
    ACL 2026 ·
    Chi-Min Chan
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  12. Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging
    AAAI 2026 ·
    Qiyuan Zhu
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  13. QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training-Inference Mismatch
    ACL 2026 ·
    Hao Gu
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  14. Reimagining Legal Fact Verification with GenAI: Toward Effective Human-AI Collaboration
    CHI 2026 ·
    Sirui Han
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  15. SafeMT: Multi-turn Safety for Multimodal Language Models
    ACL 2026 ·
    Han Zhu
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  16. Sparse Adapter Fusion for Continual Learning in NLP
    EACL 2026 ·
    Min Zeng
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  17. Spatiotemporal Graph Learning with Direct Volumetric Information Passing and Feature Enhancement
    SIGKDD 2026 ·
    Yuan Mi
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  18. Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging
    AAAI 2026 ·
    Lujun Li
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  19. VizoMem: A Visual-Textual Memory Framework for Efficient Long-Horizon Reasoning
    ACL 2026 ·
    Weijie Liang
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  20. When Slower Isn't Truer: Inverse Scaling Law of Truthfulness in Multimodal Reasoning
    ACL 2026 ·
    Sitong Fang
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  21. AIRA: Activation-Informed Low-Rank Adaptation for Large Models
    ICCV 2025 ·
    Lujun Li
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  22. Automate Strategy Finding with LLM in Quant Investment
    EMNLP 2025 ·
    Zhizhuo Kou
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  23. BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios
    ACL 2025 ·
    Wei Li
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  24. Benchmarking Multi-National Value Alignment for Large Language Models
    ACL 2025 ·
    Chengyi Ju
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  25. Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA
    ACL 2025 ·
    Chi-Min Chan
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  26. Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation
    ICLR 2025 ·
    Peiwen Sun
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  27. Co3Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion
    ICLR 2025 ·
    Xingqun Qi
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  28. Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model
    AAAI 2025 ·
    Zhen Ye
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  29. Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction
    SIGKDD 2025 ·
    Yuan Mi
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  30. Delta Decompression for MoE-based LLMs Compression
    ICML 2025 ·
    Hao Gu
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  31. Efficient Fine-Tuning of Large Models Via Nested Low-Rank Adaptation
    ICCV 2025 ·
    Lujun Li
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  32. Empowering World Models with Reflection for Embodied Video Prediction
    ICML 2025 ·
    Xiaowei Chi
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  33. FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
    ACL 2025 ·
    Junyu Luo
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  34. Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge
    NeurIPS 2025 ·
    Yiyang Cai
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  35. Generative RLHF-V: Learning Principles from Multi-modal Human Preference
    NeurIPS 2025 ·
    Jiayi Zhou
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  36. Graceful Forgetting in Generative Language Models
    EMNLP 2025 ·
    Chunyang Jiang
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  37. Importance Weighting Can Help Large Language Models Self-Improve
    AAAI 2025 ·
    Chunyang Jiang
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  38. InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback
    NeurIPS 2025 ·
    Boyuan Chen
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  39. LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning
    ACL 2025 ·
    Weijie Shi
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  40. MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
    ICML 2025 ·
    Wei Li
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  41. Outlier-Aware Model Merging for Efficient Multitask Inference
    ACM MM 2025 ·
    Qiyuan Zhu
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  42. PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
    ACL 2025 ·
    Jiaming Ji
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  43. PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing
    CVPR 2025 ·
    Peng Li
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  44. STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
    ICLR 2025 ·
    Peijie Dong
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  45. Safe RLHF-V: Safe Reinforcement Learning from Multi-modal Human Feedback
    NeurIPS 2025 ·
    Jiaming Ji
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  46. SafeLawBench: Towards Safe Alignment of Large Language Models
    ACL 2025 ·
    Chuxue Cao
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  47. Scenario, Role, and Persona: A Scoping Review of Design Strategies for Socially Intelligent AI Agents
    CHI 2025 ·
    Ruowen Niu
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  48. T3D: Advancing 3D Medical Vision-Language Pre-Training by Learning Multi-View Visual Consistency
    ICCV 2025 ·
    Che Liu
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  49. Task-wrapped Continual Learning in Task-Oriented Dialogue Systems
    NAACL 2025 ·
    Min Zeng
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  50. Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
    EMNLP 2025 ·
    Chuxue Cao
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  51. VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling
    CVPR 2025 ·
    Zeyue Tian
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  52. AttnZero: Efficient Attention Discovery for Vision Transformers
    ECCV 2024 ·
    Lujun Li
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  53. Auto-GAS: Automated Proxy Discovery for Training-Free Generative Architecture Search
    ECCV 2024 ·
    Lujun Li
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  54. ChatMusician: Understanding and Generating Music Intrinsically with LLM
    ACL 2024 ·
    Ruibin Yuan
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  55. DetKDS: Knowledge Distillation Search for Object Detectors
    ICML 2024 ·
    Lujun Li
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  56. Dirichlet Continual Learning: Tackling Catastrophic Forgetting in NLP
    UAI 2024 ·
    Min Zeng
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  57. Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models
    NeurIPS 2024 ·
    Lujun Li
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  58. Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention
    NeurIPS 2024 ·
    Peng Li
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  59. FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation
    IJCAI 2024 ·
    Jianyi Chen
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  60. FlashSpeech: Efficient Zero-Shot Speech Synthesis
    ACM MM 2024 ·
    Zhen Ye
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  61. Hierarchical Linear Symbolized Tree-Structured Neural Processes
    SIGKDD 2024 ·
    Jinyang Tai
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  62. MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
    ICLR 2024 ·
    Yizhi Li
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  63. PyramidCodec: Hierarchical Codec for Long-form Music Generation in Audio Domain
    EMNLP 2024 ·
    Jianyi Chen
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  64. Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
    NeurIPS 2024 ·
    Wenyu Du
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  65. Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-Speech Gesture Generation
    CVPR 2024 ·
    Xingqun Qi
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