Chaochao Lu

22 papers at tracked venues · 18 at CORE A* · active 2024–2026

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Venues

ACL ×6 AAAI ×4 EMNLP ×4 ICML ×3 ICLR ×2 NeurIPS ×2 ICCV ×1

Frequent coauthors

Sirui Chen

×6

Chao Yang

×4

Shengjie Zhao

×3

Bo Peng

×3

Zhixuan Liu

×2

Zhichen Dong

×2

Lei Xu

×2

Shu Yu

×2

Xingyu Zeng

×2

Yujin Han

×2

Difan Zou

×2

Zhanhui Zhou

×2

Papers

Adaptive Prompt Optimization for Open-Ended Tasks: Uncertainty Preference as a Secondary Signal
ACL 2026 ·
Shuyang Zhang
,
Zhixuan Liu
,
Zhichen Dong
,
Hao Zhang
, Chaochao Lu,
Chao Yang
Can Post-Training Transform LLMs into Causal Reasoners?
ACL 2026 ·
Junqi Chen
,
Sirui Chen
, Chaochao Lu
DEPO: Dual-Efficiency Preference Optimization for LLM Agents
AAAI 2026 ·
Sirui Chen
,
Mengshi Zhao
,
Lei Xu
,
Yuying Zhao
,
Beier Zhu
,
Hanwang Zhang
,
Shengjie Zhao
, Chaochao Lu
Evolving Agentic Workflow Driven by Human-Agent Collaboration
ACL 2026 ·
Yuxin Liu
,
Jinxuan Zhang
,
Yuezhang Peng
,
Hefeng Zhou
,
Xiangfeng Wang
,
Jiong Lou
,
Chentao Wu
,
Jie Li
,
Jingjing Qu
, Chaochao Lu
SHADOW: Dynamic-Aware Credit Assignment Against Long-Horizon Tasks
AAAI 2026 ·
Yuze Liu
, Chaochao Lu,
Chao Yang
ADAM: An Embodied Causal Agent in Open-World Environments
ICLR 2025 ·
Shu Yu
, Chaochao Lu
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search
ACL 2025 ·
Yize Zhang
,
Tianshu Wang
,
Sirui Chen
,
Kun Wang
,
Xingyu Zeng
,
Hongyu Lin
,
Xianpei Han
,
Le Sun
, Chaochao Lu
Adversarial Preference Learning for Robust LLM Alignment
ACL 2025 ·
Yuanfu Wang
,
Pengyu Wang
,
Chenyang Xi
,
Bo Tang
,
Junyi Zhu
,
Wenqiang Wei
,
Chen Chen
,
Chao Yang
,
Jingfeng Zhang
, Chaochao Lu,
Yijun Niu
,
Keming Mao
,
Zhiyu Li
,
Feiyu Xiong
,
Jie Hu
,
Mingchuan Yang
Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability
ICLR 2025 ·
Yujin Han
,
Lei Xu
,
Sirui Chen
,
Difan Zou
, Chaochao Lu
Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images?
ICML 2025 ·
Yujin Han
,
Andi Han
,
Wei Huang
, Chaochao Lu,
Difan Zou
Emergent Response Planning in LLMs
ICML 2025 ·
Zhichen Dong
,
Zhanhui Zhou
,
Zhixuan Liu
,
Chao Yang
, Chaochao Lu
From Imitation to Introspection: Probing Self-Consciousness in Language Models
ACL 2025 ·
Sirui Chen
,
Shu Yu
,
Shengjie Zhao
, Chaochao Lu
IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval
ICCV 2025 ·
Bangwei Liu
,
Yicheng Bao
,
Shaohui Lin
,
Xuhong Wang
,
Xin Tan
,
Yingchun Wang
,
Yuan Xie
, Chaochao Lu
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data
EMNLP 2025 ·
Bo Peng
,
Zhiheng Wang
,
Heyang Gong
, Chaochao Lu
VLMs can Aggregate Scattered Training Patches
NeurIPS 2025 ·
Zhanhui Zhou
,
Lingjie Chen
,
Chao Yang
, Chaochao Lu
Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations
ICML 2025 ·
Yucheng Hu
,
Yanjiang Guo
,
Pengchao Wang
,
Xiaoyu Chen
,
Yen-Jen Wang
,
Jianke Zhang
,
Koushil Sreenath
, Chaochao Lu,
Jianyu Chen
ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation
AAAI 2024 ·
Yuewen Sun
,
Erli Wang
,
Biwei Huang
, Chaochao Lu,
Lu Feng
,
Changyin Sun
,
Kun Zhang
CELLO: Causal Evaluation of Large Vision-Language Models
EMNLP 2024 ·
Meiqi Chen
,
Bo Peng
,
Yan Zhang
, Chaochao Lu
CLEAR: Can Language Models Really Understand Causal Graphs?
EMNLP 2024 ·
Sirui Chen
,
Mengying Xu
,
Kun Wang
,
Xingyu Zeng
,
Rui Zhao
,
Shengjie Zhao
, Chaochao Lu
ConditionVideo: Training-Free Condition-Guided Video Generation
AAAI 2024 ·
Bo Peng
,
Xinyuan Chen
,
Yaohui Wang
, Chaochao Lu,
Yu Qiao
Prediction with Action: Visual Policy Learning via Joint Denoising Process
NeurIPS 2024 ·
Yanjiang Guo
,
Yucheng Hu
,
Jianke Zhang
,
Yen-Jen Wang
,
Xiaoyu Chen
, Chaochao Lu,
Jianyu Chen
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective
EMNLP 2024 ·
Meiqi Chen
,
Yixin Cao
,
Yan Zhang
, Chaochao Lu