Deng Cai

Tencent AI Lab, China

21 papers at tracked venues · 16 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0003-3444-8383 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×6 EMNLP ×4 ICLR ×4 NeurIPS ×4 AAAI ×1 ACM MM ×1 NAACL ×1

Frequent coauthors

Shuming Shi

×9

Wai Lam

×8

Yujiu Yang

×4

Lemao Liu

×4

Chufan Shi

×3

Siheng Li

×3

Bowen Cao

×3

Zhisong Zhang

×3

Huayang Li

×3

Cheng Yang

×2

Xinyu Zhu

×2

Shijue Huang

×2

Papers

ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
ICLR 2025 ·
Cheng Yang
,
Chufan Shi
,
Yaxin Liu
,
Bo Shui
,
Junjie Wang
,
Mohan Jing
,
Linran Xu
,
Xinyu Zhu
,
Siheng Li
,
Yuxiang Zhang
,
Gongye Liu
,
Xiaomei Nie
, Deng Cai,
Yujiu Yang
Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst
AAAI 2025 ·
Shijue Huang
,
Wanjun Zhong
, Deng Cai,
Fanqi Wan
,
Chengyi Wang
,
Mingxuan Wang
,
Mu Qiao
,
Ruifeng Xu
InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation
ACL 2025 ·
Bowen Cao
, Deng Cai,
Wai Lam
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst
ACL 2025 ·
Hongru Wang
, Deng Cai,
Wanjun Zhong
,
Shijue Huang
,
Jeff Z. Pan
,
Zeming Liu
,
Kam-Fai Wong
A Thorough Examination of Decoding Methods in the Era of LLMs
EMNLP 2024 ·
Chufan Shi
,
Haoran Yang
, Deng Cai,
Zhisong Zhang
,
Yifan Wang
,
Yujiu Yang
,
Wai Lam
Consecutive Batch Model Editing with HooK Layers
EMNLP 2024 ·
Shuaiyi Li
,
Yang Deng
, Deng Cai,
Hongyuan Lu
,
Liang Chen
,
Wai Lam
Cross-lingual Contextualized Phrase Retrieval
EMNLP 2024 ·
Huayang Li
, Deng Cai,
Zhi Qu
,
Qu Cui
,
Hidetaka Kamigaito
,
Lemao Liu
,
Taro Watanabe
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction
ACL 2024 ·
Tingchen Fu
, Deng Cai,
Lemao Liu
,
Shuming Shi
,
Rui Yan
Exploring Compositional Generalization of Large Language Models
NAACL 2024 ·
Haoran Yang
,
Hongyuan Lu
,
Wai Lam
, Deng Cai
GLBench: A Comprehensive Benchmark for Graph with Large Language Models
NeurIPS 2024 ·
Yuhan Li
,
Peisong Wang
,
Xiao Zhu
,
Aochuan Chen
,
Haiyun Jiang
, Deng Cai,
Wai Kin (Victor) Chan
,
Jia Li
GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation
ACM MM 2024 ·
Zhanyu Wang
,
Longyue Wang
,
Zhen Zhao
,
Minghao Wu
,
Chenyang Lyu
,
Huayang Li
, Deng Cai,
Luping Zhou
,
Shuming Shi
,
Zhaopeng Tu
Knowledge Fusion of Large Language Models
ICLR 2024 ·
Fanqi Wan
,
Xinting Huang
, Deng Cai,
Xiaojun Quan
,
Wei Bi
,
Shuming Shi
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning
EMNLP 2024 ·
Sen Yang
,
Leyang Cui
, Deng Cai,
Xinting Huang
,
Shuming Shi
,
Wai Lam
On the Worst Prompt Performance of Large Language Models
NeurIPS 2024 ·
Bowen Cao
, Deng Cai,
Zhisong Zhang
,
Yuexian Zou
,
Wai Lam
Reasons to Reject? Aligning Language Models with Judgments
ACL 2024 ·
Weiwen Xu
, Deng Cai,
Zhisong Zhang
,
Wai Lam
,
Shuming Shi
Retrieval is Accurate Generation
ICLR 2024 ·
Bowen Cao
, Deng Cai,
Leyang Cui
,
Xuxin Cheng
,
Wei Bi
,
Yuexian Zou
,
Shuming Shi
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving
NeurIPS 2024 ·
Chang Gao
,
Haiyun Jiang
, Deng Cai,
Shuming Shi
,
Wai Lam
TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild
ACL 2024 ·
Huayang Li
,
Siheng Li
, Deng Cai,
Longyue Wang
,
Lemao Liu
,
Taro Watanabe
,
Yujiu Yang
,
Shuming Shi
The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
ICLR 2024 ·
Tingchen Fu
,
Lemao Liu
, Deng Cai,
Guoping Huang
,
Shuming Shi
,
Rui Yan
Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast
NeurIPS 2024 ·
Chufan Shi
,
Cheng Yang
,
Xinyu Zhu
,
Jiahao Wang
,
Taiqiang Wu
,
Siheng Li
, Deng Cai,
Yujiu Yang
,
Yu Meng
WatME: Towards Lossless Watermarking Through Lexical Redundancy
ACL 2024 ·
Liang Chen
,
Yatao Bian
,
Yang Deng
, Deng Cai,
Shuaiyi Li
,
Peilin Zhao
,
Kam-Fai Wong