Xiaomeng Hu

8 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

EMNLP ×3 ACL ×2 NeurIPS ×2 AAAI ×1

Frequent coauthors

Junbo Zhao

×4

Hao Chen

×3

Tsung-Yi Ho

×3

Haoze Li

×2

Zhanming Shen

×2

Lirong Gao

×2

Qi Zhang

×2

Haobo Wang

×2

Gang Chen

×2

Pin-Yu Chen

×2

Yixuan Tang

×1

Hao Chen

×1

Papers

Fine-Grained Data Ordering Improves Fine-Tuning for Large Language Models
ACL 2026 · Xiaomeng Hu,
Yixuan Tang
,
Haoze Li
,
Hao Chen
,
Qi Zhang
,
Zhanming Shen
,
Yiming Zhang
,
Haobo Wang
,
Junbo Zhao
ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models
ACL 2025 ·
Hao Chen
,
Haoze Li
,
Zhiqing Xiao
,
Lirong Gao
,
Qi Zhang
, Xiaomeng Hu,
Ningtao Wang
,
Xing Fu
,
Junbo Zhao
CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention
NeurIPS 2025 · Xiaomeng Hu,
Fei Huang
,
Chenhan Yuan
,
Junyang Lin
,
Tsung-Yi Ho
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency
EMNLP 2025 ·
Zhanming Shen
,
Hao Chen
,
Yulei Tang
,
Shaolin Zhu
,
Wentao Ye
, Xiaomeng Hu,
Haobo Wang
,
Gang Chen
,
Junbo Zhao
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization
EMNLP 2025 ·
Qi Zhang
,
Shouqing Yang
,
Lirong Gao
,
Hao Chen
, Xiaomeng Hu,
Jinglei Chen
,
Jiexiang Wang
,
Sheng Guo
,
Bo Zheng
,
Haobo Wang
,
Junbo Zhao
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models
AAAI 2025 · Xiaomeng Hu,
Pin-Yu Chen
,
Tsung-Yi Ho
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection
EMNLP 2024 · Xiaomeng Hu,
Yiming Zhang
,
Ru Peng
,
Haozhe Zhang
,
Chenwei Wu
,
Gang Chen
,
Junbo Zhao
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
NeurIPS 2024 · Xiaomeng Hu,
Pin-Yu Chen
,
Tsung-Yi Ho