Papers
WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation
Xiaoqian Liu, Xiyan Gui, Zhengkun Ge et al.
TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs
Shuyi Liu, Yu-Ming Shang, Xi Zhang
Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning
Shuochen Liu, Pengfei Luo, Chao Zhang et al.
LLM Collaboration with Multi-Agent Reinforcement Learning
Shuo Liu, Zeyu Liang, Xueguang Lyu et al.
BadThink: Triggered Overthinking Attacks on Chain-of-Thought Reasoning in Large Language Models
Shuaitong Liu, Renjue Li, Lijia Yu et al.
MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment
Shengchao Liu, Xiaoming Liu, Chengzhengxu Li et al.
SafeNLIDB: A Privacy-Preserving Safety Alignment Framework for LLM-based Natural Language Database Interfaces
Ruiheng Liu, Xiaobing Chen, Jinyu Zhang et al.
Towards Authentic Movie Dubbing with Retrieve-Augmented Director-Actor Interaction Learning
Rui Liu, Yuan Zhao, Zhenqi Jia
ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls
Ren-Biao Liu, Chao-Zeng Ma, Anqi Li et al.
Dynamic-Static Synergistic Selection Method for Candidate Code Solutions with Generated Test Cases
Ren-Biao Liu, Jiang-Tian Xue, Chao-Zeng Ma et al.
Is Your (Reasoning) Multimodal Language Model Vulnerable Toward Distractions?
Ming Liu, Hao Chen, Jindong Wang et al.
Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning
Jingping Liu, Xueyan Wu, Hanxuan Chen et al.
Dynamic Cognitive Planning for Cognitive-Functional Dialogue: A Case Study in Emotional Support Conversation
Jiaqi Liu, Yankun Yang, Jiakang Xu et al.
Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data
Jiacheng Liu, Mayi Xu, Qiankun Pi et al.
SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder
Dengcan Liu, Jiahao Li, Zheren Fu et al.
RPM-MCTS: Knowledge-Retrieval as Process Reward Model with Monte Carlo Tree Search for Code Generation
Yuanyuan Lin, Xiangyu Ouyang, Teng Zhang et al.
GeWu: A Culturally-Grounded Chinese Benchmark for Multi-Stage Social Bias Evaluation in Large Language Models
Yi Lin, Ziyi Zhou, Jiashi Gao et al.
Diffusion-Assisted Progressive Learning for Weakly Supervised Phrase Localization
Pengyue Lin, Yanyang Hu, Xinjing Liu et al.
Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers
Liang Lin, Miao Yu, Kaiwen Luo et al.
Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning
Jiayi Lin, Yanlin Wang, Yibiao Yang et al.
GrayKD: Distilling Better Knowledge from Black-box LLM via Multi-rationale Injection
Hyeongsoo Lim, Hyung Yong Kim, Jin Young Kim et al.
DRIFT: Difference-Aware Reinforcement Through Iterative Fine-Tuning for Language Model
Wenjie Liao, Xiaohui Song, Haonan Lu
Query-Routed Activation Editing with Truth-hierarchical Preference Optimization
Kewei Liao, Tianbo Wang, Yuqing Ma et al.
RLMR: Reinforcement Learning with Mixed Rewards for Creative Writing
JianXing Liao, Tian Zhang, Xiao Feng et al.
SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
Huanxuan Liao, Yixing Xu, Shizhu He et al.