Papers
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.
EquaCode: A Multi-Strategy Jailbreak Approach for Large Language Models via Equation Solving and Code Completion
Zhen Liang, Hai Huang, Zhengkui Chen
SLD-L2S: Hierarchical Subspace Latent Diffusion for High-Fidelity Lip to Speech Synthesis
Yifan Liang, Andong Li, Kang Yang et al.
SEAP: Sparse Expert Activation Pruning Unlocks the Brainpower of Large Language Models
Xun Liang, Hanyu Wang, Huayi Lai et al.
Safe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand
Xun Liang, Mengwei Wang, Yuefeng Ma et al.
Bias-Restrained Prefix Representation Finetuning for Mathematical Reasoning
Sirui Liang, Pengfei Cao, Jian Zhao et al.
NeSTR: A Neuro-Symbolic Abductive Framework for Temporal Reasoning in Large Language Models
Feng Liang, Weixin Zeng, Runhao Zhao et al.
Efficient Thought Space Exploration Through Strategic Intervention
Ziheng Li, Hengyi Cai, Xiaochi Wei et al.
MacVQA: Adaptive Memory Allocation and Global Noise Filtering for Continual Visual Question Answering
Zhifei Li, Yiran Wang, Chenyi Xiong et al.
GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt
Zhenhe Li, Can Lin, Ling Zheng et al.
Query-Efficient Domain Knowledge Stealing Against Large Language Models
Zhengao Li, Xiaopeng Yuan, Bolin Shen et al.