Yike Guo

Benchmarking Fine-Grained Error Detection in Multimodal Reasoning ACL 2026 Sparse Adapter Fusion for Continual Learning in NLP EACL 2026 Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs ACL 2026 Inference-time Scaling for Diffusion-based Audio Super-resolution AAAI 2026 Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging AAAI 2026 Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging AAAI 2026 SafeMT: Multi-turn Safety for Multimodal Language Models ACL 2026 BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook ACL 2026 Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities ACL 2026 Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models ACL 2026 VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling CVPR 2025 Importance Weighting Can Help Large Language Models Self-Improve AAAI 2025 LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning ACL 2025 Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving EMNLP 2025 Graceful Forgetting in Generative Language Models EMNLP 2025 Automate Strategy Finding with LLM in Quant Investment EMNLP 2025 AIRA: Activation-Informed Low-Rank Adaptation for Large Models ICCV 2025 Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation ICCV 2025 FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025 Co$^{\mathbf{3}}$Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion ICLR 2025 Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation ICLR 2025 STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs ICLR 2025 Empowering World Models with Reflection for Embodied Video Prediction ICML 2025 PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference ACL 2025 Delta Decompression for MoE-based LLMs Compression ICML 2025 MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition ICML 2025 BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios ACL 2025 Task-wrapped Continual Learning in Task-Oriented Dialogue Systems NAACL 2025 Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA ACL 2025 SafeLawBench: Towards Safe Alignment of Large Language Models ACL 2025 Benchmarking Multi-National Value Alignment for Large Language Models ACL 2025 Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model AAAI 2025 PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing CVPR 2025 Auto-GAS: Automated Proxy Discovery for Training-free Generative Architecture Search ECCV 2024 Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training NIPS 2024 Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention NIPS 2024 Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models NIPS 2024 ChatMusician: Understanding and Generating Music Intrinsically with LLM ACL 2024 Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation CVPR 2024 AttnZero: Efficient Attention Discovery for Vision Transformers ECCV 2024 PyramidCodec: Hierarchical Codec for Long-form Music Generation in Audio Domain EMNLP 2024 MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training ICLR 2024 DetKDS: Knowledge Distillation Search for Object Detectors ICML 2024 FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation IJCAI 2024 Dirichlet Continual Learning: Tackling Catastrophic Forgetting in NLP UAI 2024 NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis Based on Frequency Modulation IJCAI 2023 MARBLE: Music Audio Representation Benchmark for Universal Evaluation NIPS 2023 Improving Deep Embedded Clustering via Learning Cluster-level Representations COLING 2022 Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021 Integrating Semantic Knowledge to Tackle Zero-shot Text Classification NAACL 2019 Semantic Image Synthesis via Adversarial Learning ICCV 2017