Yike Guo

Imperial College London, UK

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

DBLP profile ↗ORCID 0000-0002-3075-2161 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Wei Xue

×32

Sirui Han

×30

Lujun Li

×16

Qifeng Liu

×16

Jiaming Ji

×13

Chi-Min Chan

×10

Yaodong Yang

×9

Wenhan Luo

×9

Hao Gu

×8

Juntao Dai

×8

Chengzhong Liu

×8

Qiyuan Zhu

×7

Papers

ActorMind: Emulating Human Actor Reasoning for Speech Role-Playing
ACL 2026 ·
Xi Chen
,
Wei Xue
, Yike Guo
BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook
ACL 2026 ·
Hao Gu
,
Lujun Li
,
Hao Wang
,
Lei Wang
,
Zheyu Wang
,
Bei Liu
,
Jiacheng Liu
,
Qiyuan Zhu
,
Sirui Han
, Yike Guo
Benchmarking Fine-Grained Error Detection in Multimodal Reasoning
ACL 2026 ·
Chi-Min Chan
,
Han Zhu
,
Chunyang Jiang
,
Jiaming Ji
,
Juntao Dai
,
Wei Xue
,
Sirui Han
, Yike Guo
Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs
ACL 2026 ·
Binxing Xu
,
Hao Gu
,
Lujun Li
,
Hao Wang
,
Bei Liu
,
Jiacheng Liu
,
Qiyuan Zhu
,
Xintong Yang
,
Chao Li
,
Sirui Han
, Yike Guo
CareerCraft: Supporting New Graduates on Job Hunting with LLM-Assisted Self-Construction of Career Profile
CHI 2026 ·
Xinyue Qi
,
Chengzhong Liu
,
Xiangyu Long
,
Zhizhuo Kou
,
Sirui Han
, Yike Guo
Glance-or-Gaze: Incentivizing LMMs to Adaptively Focus Search via Reinforcement Learning
ACL 2026 ·
Hongbo Bai
,
Yujin Zhou
,
Yile Wu
,
Chi-Min Chan
,
Pengcheng Wen
,
Kunhao Pan
,
Sirui Han
, Yike Guo
Inference-time Scaling for Diffusion-based Audio Super-resolution
AAAI 2026 ·
Yizhu Jin
,
Zhen Ye
,
Zeyue Tian
,
Haohe Liu
,
Qiuqiang Kong
, Yike Guo,
Wei Xue
InsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents
ACL 2026 ·
Zhenghao Zhu
,
Yuanfeng Song
,
Xing Chen
,
Chengzhong Liu
,
Yakun Cui
,
Caleb Chen Cao
,
Sirui Han
, Yike Guo
Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models
ACL 2026 ·
Hao Wang
,
Hao Gu
,
Hongming Piao
,
Kaixiong Gong
,
Yuxiao Ye
,
Xiangyu Yue
,
Sirui Han
, Yike Guo,
Dapeng Wu
Lighthouse: A Self-Reconfiguring Sociotechnical Infrastructure for the Unforeseen Long-Tail of Urban Crisis
CHI 2026 ·
Ning Deng
,
Qinyi Zhou
,
Yuchao Zhuo
,
Wei Xue
, Yike Guo
Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities
ACL 2026 ·
Chi-Min Chan
,
Yujin Zhou
,
Pengcheng Wen
,
Boqin Yin
,
Jiaming Ji
,
Juntao Dai
,
Wei Xue
,
Sirui Han
, Yike Guo
Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging
AAAI 2026 ·
Qiyuan Zhu
,
Dezhi Li
,
Lujun Li
,
Xiaoyu Qin
,
Wei Li
,
Hao Gu
,
Hua Xu
,
Sirui Han
, Yike Guo
QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training-Inference Mismatch
ACL 2026 ·
Hao Gu
,
Hao Wang
,
Jiacheng Liu
,
Lujun Li
,
Qiyuan Zhu
,
Bei Liu
,
Binxing Xu
,
Lei Wang
,
Xintong Yang
,
Sida Lin
,
Sirui Han
, Yike Guo
Reimagining Legal Fact Verification with GenAI: Toward Effective Human-AI Collaboration
CHI 2026 ·
Sirui Han
,
Yuyao Zhang
,
Yidan Huang
,
Xueyan Li
,
Chengzhong Liu
, Yike Guo
SafeMT: Multi-turn Safety for Multimodal Language Models
ACL 2026 ·
Han Zhu
,
Juntao Dai
,
Jiaming Ji
,
Haoran Li
,
Chengkun Cai
,
Pengcheng Wen
,
Chi-Min Chan
,
Boyuan Chen
,
Yaodong Yang
,
Sirui Han
, Yike Guo
Sparse Adapter Fusion for Continual Learning in NLP
EACL 2026 ·
Min Zeng
,
Xi Chen
,
Haiqin Yang
, Yike Guo
Spatiotemporal Graph Learning with Direct Volumetric Information Passing and Feature Enhancement
SIGKDD 2026 ·
Yuan Mi
,
Qi Wang
,
Xueqin Hu
, Yike Guo,
Ji-Rong Wen
,
Yang Liu
,
Hao Sun
Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging
AAAI 2026 ·
Lujun Li
,
Qiyuan Zhu
,
Jiacheng Wang
,
Xiaoyu Qin
,
Wei Li
,
Hao Gu
,
Sirui Han
, Yike Guo
VizoMem: A Visual-Textual Memory Framework for Efficient Long-Horizon Reasoning
ACL 2026 ·
Weijie Liang
,
Yuanfeng Song
,
Xing Chen
,
Caleb Chen Cao
,
Sirui Han
, Yike Guo
When Slower Isn't Truer: Inverse Scaling Law of Truthfulness in Multimodal Reasoning
ACL 2026 ·
Sitong Fang
,
Wenjing Cao
,
Jiahao Li
,
Xuyao Wang
,
Chi-Min Chan
,
Sirui Han
,
Juntao Dai
, Yike Guo,
Yaodong Yang
,
Jiaming Ji
AIRA: Activation-Informed Low-Rank Adaptation for Large Models
ICCV 2025 ·
Lujun Li
,
Dezhi Li
,
Cheng Lin
,
Wei Li
,
Wei Xue
,
Sirui Han
, Yike Guo
Automate Strategy Finding with LLM in Quant Investment
EMNLP 2025 ·
Zhizhuo Kou
,
Holam Yu
,
Junyu Luo
,
Jingshu Peng
,
Xujia Li
,
Chengzhong Liu
,
Juntao Dai
,
Lei Chen
,
Sirui Han
, Yike Guo
BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios
ACL 2025 ·
Wei Li
,
Lujun Li
,
Mark G. Lee
,
Shengjie Sun
,
Lei Zhang
,
Wei Xue
, Yike Guo
Benchmarking Multi-National Value Alignment for Large Language Models
ACL 2025 ·
Chengyi Ju
,
Weijie Shi
,
Chengzhong Liu
,
Jiaming Ji
,
Jipeng Zhang
,
Ruiyuan Zhang
,
Jiajie Xu
,
Yaodong Yang
,
Sirui Han
, Yike Guo
Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA
ACL 2025 ·
Chi-Min Chan
,
Chunpu Xu
,
Junqi Zhu
,
Jiaming Ji
,
Donghai Hong
,
Pengcheng Wen
,
Chunyang Jiang
,
Zhen Ye
,
Yaodong Yang
,
Wei Xue
,
Sirui Han
, Yike Guo
Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation
ICLR 2025 ·
Peiwen Sun
,
Sitong Cheng
,
Xiangtai Li
,
Zhen Ye
,
Huadai Liu
,
Honggang Zhang
,
Wei Xue
, Yike Guo
Co3Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion
ICLR 2025 ·
Xingqun Qi
,
Yatian Wang
,
Hengyuan Zhang
,
Jiahao Pan
,
Wei Xue
,
Shanghang Zhang
,
Wenhan Luo
,
Qifeng Liu
, Yike Guo
Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model
AAAI 2025 ·
Zhen Ye
,
Peiwen Sun
,
Jiahe Lei
,
Hongzhan Lin
,
Xu Tan
,
Zheqi Dai
,
Qiuqiang Kong
,
Jianyi Chen
,
Jiahao Pan
,
Qifeng Liu
, Yike Guo,
Wei Xue
Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction
SIGKDD 2025 ·
Yuan Mi
,
Pu Ren
,
Hongteng Xu
,
Hongsheng Liu
,
Zidong Wang
, Yike Guo,
Ji-Rong Wen
,
Hao Sun
,
Yang Liu
Delta Decompression for MoE-based LLMs Compression
ICML 2025 ·
Hao Gu
,
Wei Li
,
Lujun Li
,
Qiyuan Zhu
,
Mark G. Lee
,
Shengjie Sun
,
Wei Xue
, Yike Guo
Efficient Fine-Tuning of Large Models Via Nested Low-Rank Adaptation
ICCV 2025 ·
Lujun Li
,
Cheng Lin
,
Dezhi Li
,
You-Liang Huang
,
Wei Li
,
Tianyu Wu
,
Jie Zou
,
Wei Xue
,
Sirui Han
, Yike Guo
Empowering World Models with Reflection for Embodied Video Prediction
ICML 2025 ·
Xiaowei Chi
,
Chun-Kai Fan
,
Hengyuan Zhang
,
Xingqun Qi
,
Rongyu Zhang
,
Anthony Chen
,
Chi-Min Chan
,
Wei Xue
,
Qifeng Liu
,
Shanghang Zhang
, Yike Guo
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
ACL 2025 ·
Junyu Luo
,
Zhizhuo Kou
,
Liming Yang
,
Xiao Luo
,
Jinsheng Huang
,
Zhiping Xiao
,
Jingshu Peng
,
Chengzhong Liu
,
Jiaming Ji
,
Xuanzhe Liu
,
Sirui Han
,
Ming Zhang
, Yike Guo
Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge
NeurIPS 2025 ·
Yiyang Cai
,
Zhengkai Jiang
,
Yulong Liu
,
Chunyang Jiang
,
Wei Xue
, Yike Guo,
Wenhan Luo
Generative RLHF-V: Learning Principles from Multi-modal Human Preference
NeurIPS 2025 ·
Jiayi Zhou
,
Jiaming Ji
,
Boyuan Chen
,
Jiapeng Sun
,
Wenqi Chen
,
Donghai Hong
,
Sirui Han
, Yike Guo,
Yaodong Yang
Graceful Forgetting in Generative Language Models
EMNLP 2025 ·
Chunyang Jiang
,
Chi-Min Chan
,
Yiyang Cai
,
Yulong Liu
,
Wei Xue
, Yike Guo
Importance Weighting Can Help Large Language Models Self-Improve
AAAI 2025 ·
Chunyang Jiang
,
Chi-Min Chan
,
Wei Xue
,
Qifeng Liu
, Yike Guo
InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback
NeurIPS 2025 ·
Boyuan Chen
,
Donghai Hong
,
Jiaming Ji
,
Jiacheng Zheng
,
Bowen Dong
,
Jiayi Zhou
,
Kaile Wang
,
Juntao Dai
,
Xuyao Wang
,
Wenqi Chen
,
Qirui Zheng
,
Wenxin Li
,
Sirui Han
, Yike Guo,
Yaodong Yang
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning
ACL 2025 ·
Weijie Shi
,
Han Zhu
,
Jiaming Ji
,
Mengze Li
,
Jipeng Zhang
,
Ruiyuan Zhang
,
Jia Zhu
,
Jiajie Xu
,
Sirui Han
, Yike Guo
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
ICML 2025 ·
Wei Li
,
Lujun Li
,
Hao Gu
,
You-Liang Huang
,
Mark G. Lee
,
Shengjie Sun
,
Wei Xue
, Yike Guo
Outlier-Aware Model Merging for Efficient Multitask Inference
ACM MM 2025 ·
Qiyuan Zhu
,
Lujun Li
,
Dezhi Li
,
Jiacheng Liu
,
Pengyu Cheng
,
Yucheng Xu
,
Sirui Han
, Yike Guo
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
ACL 2025 ·
Jiaming Ji
,
Donghai Hong
,
Borong Zhang
,
Boyuan Chen
,
Josef Dai
,
Boren Zheng
,
Tianyi Alex Qiu
,
Jiayi Zhou
,
Kaile Wang
,
Boxun Li
,
Sirui Han
, Yike Guo,
Yaodong Yang
PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing
CVPR 2025 ·
Peng Li
,
Wangguandong Zheng
,
Yuan Liu
,
Tao Yu
,
Yangguang Li
,
Xingqun Qi
,
Xiaowei Chi
,
Siyu Xia
,
Yan-Pei Cao
,
Wei Xue
,
Wenhan Luo
, Yike Guo
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
ICLR 2025 ·
Peijie Dong
,
Lujun Li
,
Yuedong Zhong
,
Dayou Du
,
Ruibo Fan
,
Yuhan Chen
,
Zhenheng Tang
,
Qiang Wang
,
Wei Xue
, Yike Guo,
Xiaowen Chu
Safe RLHF-V: Safe Reinforcement Learning from Multi-modal Human Feedback
NeurIPS 2025 ·
Jiaming Ji
,
Xinyu Chen
,
Rui Pan
,
Han Zhu
,
Jiahao Li
,
Donghai Hong
,
Boyuan Chen
,
Jiayi Zhou
,
Kaile Wang
,
Juntao Dai
,
Chi-Min Chan
,
Sirui Han
, Yike Guo,
Yaodong Yang
SafeLawBench: Towards Safe Alignment of Large Language Models
ACL 2025 ·
Chuxue Cao
,
Han Zhu
,
Jiaming Ji
,
Qichao Sun
,
Zhenghao Zhu
,
Yinyu Wu
,
Josef Dai
,
Yaodong Yang
,
Sirui Han
, Yike Guo
Scenario, Role, and Persona: A Scoping Review of Design Strategies for Socially Intelligent AI Agents
CHI 2025 ·
Ruowen Niu
,
Jiaxiong Hu
,
Siyu Peng
,
Caleb Chen Cao
,
Chengzhong Liu
,
Sirui Han
, Yike Guo
T3D: Advancing 3D Medical Vision-Language Pre-Training by Learning Multi-View Visual Consistency
ICCV 2025 ·
Che Liu
,
Cheng Ouyang
,
Yinda Chen
,
César Quilodrán Casas
,
Lei Ma
,
Jie Fu
, Yike Guo,
Anand Shah
,
Wenjia Bai
,
Rossella Arcucci
Task-wrapped Continual Learning in Task-Oriented Dialogue Systems
NAACL 2025 ·
Min Zeng
,
Haiqin Yang
,
Xi Chen
, Yike Guo
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
EMNLP 2025 ·
Chuxue Cao
,
Mengze Li
,
Juntao Dai
,
Jinluan Yang
,
Zijian Zhao
,
Shengyu Zhang
,
Weijie Shi
,
Chengzhong Liu
,
Sirui Han
, Yike Guo
VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling
CVPR 2025 ·
Zeyue Tian
,
Zhaoyang Liu
,
Ruibin Yuan
,
Jiahao Pan
,
Qifeng Liu
,
Xu Tan
,
Qifeng Chen
,
Wei Xue
, Yike Guo
AttnZero: Efficient Attention Discovery for Vision Transformers
ECCV 2024 ·
Lujun Li
,
Zimian Wei
,
Peijie Dong
,
Wenhan Luo
,
Wei Xue
,
Qifeng Liu
, Yike Guo
Auto-GAS: Automated Proxy Discovery for Training-Free Generative Architecture Search
ECCV 2024 ·
Lujun Li
,
Haosen Sun
,
Shiwen Li
,
Peijie Dong
,
Wenhan Luo
,
Wei Xue
,
Qifeng Liu
, Yike Guo
ChatMusician: Understanding and Generating Music Intrinsically with LLM
ACL 2024 ·
Ruibin Yuan
,
Hanfeng Lin
,
Yi Wang
,
Zeyue Tian
,
Shangda Wu
,
Tianhao Shen
,
Ge Zhang
,
Yuhang Wu
,
Cong Liu
,
Ziya Zhou
,
Liumeng Xue
,
Ziyang Ma
,
Qin Liu
,
Tianyu Zheng
,
Yizhi Li
,
Yinghao Ma
,
Yiming Liang
,
Xiaowei Chi
,
Ruibo Liu
,
Zili Wang
,
Chenghua Lin
,
Qifeng Liu
,
Tao Jiang
,
Wenhao Huang
,
Wenhu Chen
,
Jie Fu
,
Emmanouil Benetos
,
Gus Xia
,
Roger B. Dannenberg
,
Wei Xue
,
Shiyin Kang
, Yike Guo
DetKDS: Knowledge Distillation Search for Object Detectors
ICML 2024 ·
Lujun Li
,
Yufan Bao
,
Peijie Dong
,
Chuanguang Yang
,
Anggeng Li
,
Wenhan Luo
,
Qifeng Liu
,
Wei Xue
, Yike Guo
Dirichlet Continual Learning: Tackling Catastrophic Forgetting in NLP
UAI 2024 ·
Min Zeng
,
Haiqin Yang
,
Wei Xue
,
Qifeng Liu
, Yike Guo
Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models
NeurIPS 2024 ·
Lujun Li
,
Peijie Dong
,
Zhenheng Tang
,
Xiang Liu
,
Qiang Wang
,
Wenhan Luo
,
Wei Xue
,
Qifeng Liu
,
Xiaowen Chu
, Yike Guo
Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention
NeurIPS 2024 ·
Peng Li
,
Yuan Liu
,
Xiaoxiao Long
,
Feihu Zhang
,
Cheng Lin
,
Mengfei Li
,
Xingqun Qi
,
Shanghang Zhang
,
Wei Xue
,
Wenhan Luo
,
Ping Tan
,
Wenping Wang
,
Qifeng Liu
, Yike Guo
FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation
IJCAI 2024 ·
Jianyi Chen
,
Wei Xue
,
Xu Tan
,
Zhen Ye
,
Qifeng Liu
, Yike Guo
FlashSpeech: Efficient Zero-Shot Speech Synthesis
ACM MM 2024 ·
Zhen Ye
,
Zeqian Ju
,
Haohe Liu
,
Xu Tan
,
Jianyi Chen
,
Yiwen Lu
,
Peiwen Sun
,
Jiahao Pan
,
Weizhen Bian
,
Shulin He
,
Wei Xue
,
Qifeng Liu
, Yike Guo
Hierarchical Linear Symbolized Tree-Structured Neural Processes
SIGKDD 2024 ·
Jinyang Tai
, Yi-Ke Guo
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
ICLR 2024 ·
Yizhi Li
,
Ruibin Yuan
,
Ge Zhang
,
Yinghao Ma
,
Xingran Chen
,
Hanzhi Yin
,
Chenghao Xiao
,
Chenghua Lin
,
Anton Ragni
,
Emmanouil Benetos
,
Norbert Gyenge
,
Roger B. Dannenberg
,
Ruibo Liu
,
Wenhu Chen
,
Gus Xia
,
Yemin Shi
,
Wenhao Huang
,
Zili Wang
, Yike Guo,
Jie Fu
PyramidCodec: Hierarchical Codec for Long-form Music Generation in Audio Domain
EMNLP 2024 ·
Jianyi Chen
,
Zheqi Dai
,
Zhen Ye
,
Xu Tan
,
Qifeng Liu
, Yike Guo,
Wei Xue
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
NeurIPS 2024 ·
Wenyu Du
,
Tongxu Luo
,
Zihan Qiu
,
Zeyu Huang
,
Yikang Shen
,
Reynold Cheng
, Yike Guo,
Jie Fu
Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-Speech Gesture Generation
CVPR 2024 ·
Xingqun Qi
,
Jiahao Pan
,
Peng Li
,
Ruibin Yuan
,
Xiaowei Chi
,
Mengfei Li
,
Wenhan Luo
,
Wei Xue
,
Shanghang Zhang
,
Qifeng Liu
, Yike Guo