Publications

Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
- - Teng Xiao
  - Huaisheng Zhu
  - et al.
- 2024
- ICML 2024
Position: TRUSTLLM: Trustworthiness in Large Language Models
- - Yue Huang
  - Lichao Sun
  - et al.
- 2024
- ICML 2024
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
- - Shuai Zhang
  - Heshan Fernando
  - et al.
- 2024
- ICML 2024
ContPhy: Continuum Physical Concept Learning and Reasoning from Videos
- - Zhicheng Zheng
  - Xin Yan
  - et al.
- 2024
- ICML 2024
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling
- - Bairu Hou
  - Yujian Liu
  - et al.
- 2024
- ICML 2024
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
- - Md Shamim Hussain
  - Mohammed J. Zaki
  - et al.
- 2024
- ICML 2024
Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding
- - Chuanhao Sun
  - Zhihang Yuan
  - et al.
- 2024
- ICML 2024
Thermometer: Towards Universal Calibration for Large Language Models
- - Maohao Shen
  - Subhro Das
  - et al.
- 2024
- ICML 2024
Risk Aware Benchmarking of Large Language Models
- - Apoorva Nitsure
  - Youssef Mroueh
  - et al.
- 2024
- ICML 2024
Gated Linear Attention Transformers with Hardware-Efficient Training
- - Songlin Yang
  - Bailin Wang
  - et al.
- 2024
- ICML 2024